R Notebook
Name: Apoorv Dudhe
Term: Spring 2019
Topic:To predict the Probability of a customer subscribing to a term deposit.
Acquiring the dataset
Bank_Marketing <- read.csv("C:/Users/apoor/Desktop/Spring/Intro to Machine Learning/Final Project/bank_Marketing.csv")
Bank_Market <- read.csv("C:/Users/apoor/Desktop/Spring/Intro to Machine Learning/Final Project/bank_Marketing.csv", stringsAsFactors = F)
Bank_Market$y <- as.factor(Bank_Market$y)
summary(Bank_Marketing)## age job marital
## Min. :17.00 admin. :10422 divorced: 4612
## 1st Qu.:32.00 blue-collar: 9254 married :24928
## Median :38.00 technician : 6743 single :11568
## Mean :40.02 services : 3969 unknown : 80
## 3rd Qu.:47.00 management : 2924
## Max. :98.00 retired : 1720
## (Other) : 6156
## education default housing
## university.degree :12168 no :32588 no :18622
## high.school : 9515 unknown: 8597 unknown: 990
## basic.9y : 6045 yes : 3 yes :21576
## professional.course: 5243
## basic.4y : 4176
## basic.6y : 2292
## (Other) : 1749
## loan contact month day_of_week
## no :33950 cellular :26144 may :13769 fri:7827
## unknown: 990 telephone:15044 jul : 7174 mon:8514
## yes : 6248 aug : 6178 thu:8623
## jun : 5318 tue:8090
## nov : 4101 wed:8134
## apr : 2632
## (Other): 2016
## duration campaign pdays previous
## Min. : 0.0 Min. : 1.000 Min. : 0.0 Min. :0.000
## 1st Qu.: 102.0 1st Qu.: 1.000 1st Qu.:999.0 1st Qu.:0.000
## Median : 180.0 Median : 2.000 Median :999.0 Median :0.000
## Mean : 258.3 Mean : 2.568 Mean :962.5 Mean :0.173
## 3rd Qu.: 319.0 3rd Qu.: 3.000 3rd Qu.:999.0 3rd Qu.:0.000
## Max. :4918.0 Max. :56.000 Max. :999.0 Max. :7.000
##
## poutcome emp.var.rate cons.price.idx cons.conf.idx
## failure : 4252 Min. :-3.40000 Min. :92.20 Min. :-50.8
## nonexistent:35563 1st Qu.:-1.80000 1st Qu.:93.08 1st Qu.:-42.7
## success : 1373 Median : 1.10000 Median :93.75 Median :-41.8
## Mean : 0.08189 Mean :93.58 Mean :-40.5
## 3rd Qu.: 1.40000 3rd Qu.:93.99 3rd Qu.:-36.4
## Max. : 1.40000 Max. :94.77 Max. :-26.9
##
## euribor3m nr.employed y
## Min. :0.634 Min. :4964 no :36548
## 1st Qu.:1.344 1st Qu.:5099 yes: 4640
## Median :4.857 Median :5191
## Mean :3.621 Mean :5167
## 3rd Qu.:4.961 3rd Qu.:5228
## Max. :5.045 Max. :5228
## str(Bank_Marketing) #As we can see that loan, housing,default,martial has "unknown" values. And also poutcome has "nonexistent" values.## 'data.frame': 41188 obs. of 21 variables:
## $ age : int 56 57 37 40 56 45 59 41 24 25 ...
## $ job : Factor w/ 12 levels "admin.","blue-collar",..: 4 8 8 1 8 8 1 2 10 8 ...
## $ marital : Factor w/ 4 levels "divorced","married",..: 2 2 2 2 2 2 2 2 3 3 ...
## $ education : Factor w/ 8 levels "basic.4y","basic.6y",..: 1 4 4 2 4 3 6 8 6 4 ...
## $ default : Factor w/ 3 levels "no","unknown",..: 1 2 1 1 1 2 1 2 1 1 ...
## $ housing : Factor w/ 3 levels "no","unknown",..: 1 1 3 1 1 1 1 1 3 3 ...
## $ loan : Factor w/ 3 levels "no","unknown",..: 1 1 1 1 3 1 1 1 1 1 ...
## $ contact : Factor w/ 2 levels "cellular","telephone": 2 2 2 2 2 2 2 2 2 2 ...
## $ month : Factor w/ 10 levels "apr","aug","dec",..: 7 7 7 7 7 7 7 7 7 7 ...
## $ day_of_week : Factor w/ 5 levels "fri","mon","thu",..: 2 2 2 2 2 2 2 2 2 2 ...
## $ duration : int 261 149 226 151 307 198 139 217 380 50 ...
## $ campaign : int 1 1 1 1 1 1 1 1 1 1 ...
## $ pdays : int 999 999 999 999 999 999 999 999 999 999 ...
## $ previous : int 0 0 0 0 0 0 0 0 0 0 ...
## $ poutcome : Factor w/ 3 levels "failure","nonexistent",..: 2 2 2 2 2 2 2 2 2 2 ...
## $ emp.var.rate : num 1.1 1.1 1.1 1.1 1.1 1.1 1.1 1.1 1.1 1.1 ...
## $ cons.price.idx: num 94 94 94 94 94 ...
## $ cons.conf.idx : num -36.4 -36.4 -36.4 -36.4 -36.4 -36.4 -36.4 -36.4 -36.4 -36.4 ...
## $ euribor3m : num 4.86 4.86 4.86 4.86 4.86 ...
## $ nr.employed : num 5191 5191 5191 5191 5191 ...
## $ y : Factor w/ 2 levels "no","yes": 1 1 1 1 1 1 1 1 1 1 ...#As we can see that Dataset comprises of 21 features: 20 independent variables which has
#a)10 categorical features - Job, Martial, education, default, housing , loan , contact , month, day_of_week, poutcome
#b) 10 numeric features - age, duration, campaign , pdays , previous , emp.var.rate ,cons.price.idx, cons.conf.idx, euribor3m ,nr.employedAnalysing the features
#Since the subscription of term depends more on the duration, Hence,
duration <- which(Bank_Market$duration==0)
Bank_Market[duration,] #We can see that there are 4 values that have a duration of 0 which says that they dint subscribe the term. duration1<- which(Bank_Market$duration<80)
Bank_Market[duration1,] #If we test for values less than 80 then there are about 6896 customers who did not subscribe for the term.#Hence we get biased decision for less number of duration. We will build a model with and without this feature and compare the performance.Outlier detection
library(lattice)
library(DMwR)## Warning: package 'DMwR' was built under R version 3.5.3## Loading required package: gridlibrary(variables)##
## Attaching package: 'variables'## The following object is masked from 'package:grid':
##
## unithist(Bank_Marketing$age) #We can see in this that age has some outlier values but they are not any random values hence we need not replace them.
Bank = boxplot(Bank_Marketing$age)$out
z<-abs(scale(Bank_Marketing$age,center = TRUE,scale=TRUE))
outlier_a<-which(z>5)
str(outlier_a)## int [1:4] 27827 38453 38456 38922Non_outlier_a<-Bank_Marketing[outlier_a,]
nrow(Non_outlier_a)## [1] 4n<-nrow(Bank_Marketing)
Marketing_outlier<-Bank_Marketing[,c("age","euribor3m","duration","emp.var.rate","nr.employed","pdays")]
outlier <- lm(age~ ., data=Marketing_outlier)
Dist <- cooks.distance(outlier)
plot(Dist, pch="*", cex=2, main="Influential Obs by Cooks distance")
#visualize outlier
pch <- rep(".", n)
col <- rep("black", n)
pairs(Marketing_outlier, pch=pch, col=col)
#pdays feature analysis
pdays_ana<-which(Bank_Marketing$pdays==999)
str(pdays_ana)## int [1:39673] 1 2 3 4 5 6 7 8 9 10 ...hist(Bank_Marketing$pdays)
#heavily skewed towards left
#applying some transformations
hist(log(Bank_Marketing$pdays+4))
hist(sqrt(Bank_Marketing$pdays))
#The data is skewwed minimally since the features have some outliers but these are not random values and it is possible to have such values in real world hence we will keep the outlier values as it is and it won't affect our model that much.
#Majority of values in pdays column equal to 999 which means there was no previous contact hence it is better to eliminate this feature from our analysis.For example age has outlier values above 75 years of age in the dataset. It is possible to have the age of a client to be 75 or above.Imputing Missing data using mice package
#We have to replacing "unknown" "nonexitent" cases and impute them.
impute<-read.csv("C:/Users/apoor/Desktop/Spring/Intro to Machine Learning/Final Project/bank_Marketing.csv",na.strings = c("unknown","nonexistent"))
#numeric features
impute_numerical<-as.data.frame(impute[c('age','day_of_week','duration','campaign','pdays','previous','emp.var.rate','cons.price.idx','cons.conf.idx','euribor3m','nr.employed')])
#categorical features
impute_categorical<-as.data.frame(impute[c(2,3,4,5,6,7,8,9,10,15,21)])
library(mice)## Warning: package 'mice' was built under R version 3.5.3##
## Attaching package: 'mice'## The following objects are masked from 'package:base':
##
## cbind, rbindmd.pattern(impute)
## age contact month day_of_week duration campaign pdays previous
## 4652 1 1 1 1 1 1 1 1
## 25836 1 1 1 1 1 1 1 1
## 527 1 1 1 1 1 1 1 1
## 7230 1 1 1 1 1 1 1 1
## 224 1 1 1 1 1 1 1 1
## 878 1 1 1 1 1 1 1 1
## 28 1 1 1 1 1 1 1 1
## 428 1 1 1 1 1 1 1 1
## 122 1 1 1 1 1 1 1 1
## 617 1 1 1 1 1 1 1 1
## 13 1 1 1 1 1 1 1 1
## 194 1 1 1 1 1 1 1 1
## 4 1 1 1 1 1 1 1 1
## 18 1 1 1 1 1 1 1 1
## 16 1 1 1 1 1 1 1 1
## 21 1 1 1 1 1 1 1 1
## 95 1 1 1 1 1 1 1 1
## 2 1 1 1 1 1 1 1 1
## 74 1 1 1 1 1 1 1 1
## 9 1 1 1 1 1 1 1 1
## 45 1 1 1 1 1 1 1 1
## 5 1 1 1 1 1 1 1 1
## 65 1 1 1 1 1 1 1 1
## 1 1 1 1 1 1 1 1 1
## 2 1 1 1 1 1 1 1 1
## 2 1 1 1 1 1 1 1 1
## 18 1 1 1 1 1 1 1 1
## 41 1 1 1 1 1 1 1 1
## 7 1 1 1 1 1 1 1 1
## 2 1 1 1 1 1 1 1 1
## 2 1 1 1 1 1 1 1 1
## 1 1 1 1 1 1 1 1 1
## 4 1 1 1 1 1 1 1 1
## 3 1 1 1 1 1 1 1 1
## 2 1 1 1 1 1 1 1 1
## 0 0 0 0 0 0 0 0
## emp.var.rate cons.price.idx cons.conf.idx euribor3m nr.employed y
## 4652 1 1 1 1 1 1
## 25836 1 1 1 1 1 1
## 527 1 1 1 1 1 1
## 7230 1 1 1 1 1 1
## 224 1 1 1 1 1 1
## 878 1 1 1 1 1 1
## 28 1 1 1 1 1 1
## 428 1 1 1 1 1 1
## 122 1 1 1 1 1 1
## 617 1 1 1 1 1 1
## 13 1 1 1 1 1 1
## 194 1 1 1 1 1 1
## 4 1 1 1 1 1 1
## 18 1 1 1 1 1 1
## 16 1 1 1 1 1 1
## 21 1 1 1 1 1 1
## 95 1 1 1 1 1 1
## 2 1 1 1 1 1 1
## 74 1 1 1 1 1 1
## 9 1 1 1 1 1 1
## 45 1 1 1 1 1 1
## 5 1 1 1 1 1 1
## 65 1 1 1 1 1 1
## 1 1 1 1 1 1 1
## 2 1 1 1 1 1 1
## 2 1 1 1 1 1 1
## 18 1 1 1 1 1 1
## 41 1 1 1 1 1 1
## 7 1 1 1 1 1 1
## 2 1 1 1 1 1 1
## 2 1 1 1 1 1 1
## 1 1 1 1 1 1 1
## 4 1 1 1 1 1 1
## 3 1 1 1 1 1 1
## 2 1 1 1 1 1 1
## 0 0 0 0 0 0
## marital job housing loan education default poutcome
## 4652 1 1 1 1 1 1 1 0
## 25836 1 1 1 1 1 1 0 1
## 527 1 1 1 1 1 0 1 1
## 7230 1 1 1 1 1 0 0 2
## 224 1 1 1 1 0 1 1 1
## 878 1 1 1 1 0 1 0 2
## 28 1 1 1 1 0 0 1 2
## 428 1 1 1 1 0 0 0 3
## 122 1 1 0 0 1 1 1 2
## 617 1 1 0 0 1 1 0 3
## 13 1 1 0 0 1 0 1 3
## 194 1 1 0 0 1 0 0 4
## 4 1 1 0 0 0 1 1 3
## 18 1 1 0 0 0 1 0 4
## 16 1 1 0 0 0 0 0 5
## 21 1 0 1 1 1 1 1 1
## 95 1 0 1 1 1 1 0 2
## 2 1 0 1 1 1 0 1 2
## 74 1 0 1 1 1 0 0 3
## 9 1 0 1 1 0 1 1 2
## 45 1 0 1 1 0 1 0 3
## 5 1 0 1 1 0 0 1 3
## 65 1 0 1 1 0 0 0 4
## 1 1 0 0 0 1 1 0 4
## 2 1 0 0 0 1 0 0 5
## 2 1 0 0 0 0 0 0 6
## 18 0 1 1 1 1 1 1 1
## 41 0 1 1 1 1 1 0 2
## 7 0 1 1 1 1 0 0 3
## 2 0 1 1 1 0 1 0 3
## 2 0 1 1 1 0 0 0 4
## 1 0 1 0 0 1 1 0 4
## 4 0 0 1 1 1 1 0 3
## 3 0 0 1 1 0 1 0 4
## 2 0 0 1 1 0 0 0 5
## 80 330 990 990 1731 8597 35563 48281impute$y<-as.factor(ifelse(impute$y=="no",0,1))
library(VIM)## Warning: package 'VIM' was built under R version 3.5.3## Loading required package: colorspace## Loading required package: data.table## VIM is ready to use.
## Since version 4.0.0 the GUI is in its own package VIMGUI.
##
## Please use the package to use the new (and old) GUI.## Suggestions and bug-reports can be submitted at: https://github.com/alexkowa/VIM/issues##
## Attaching package: 'VIM'## The following object is masked from 'package:DMwR':
##
## kNN## The following object is masked from 'package:datasets':
##
## sleepmice_plot <- aggr(impute, col=c('red','black'),
numbers=TRUE, sortVars=TRUE,
labels=names(impute), cex.axis=.7,
gap=3, ylab=c("Missing data","Pattern"))## Warning in plot.aggr(res, ...): not enough vertical space to display
## frequencies (too many combinations)
##
## Variables sorted by number of missings:
## Variable Count
## poutcome 0.863431096
## default 0.208725842
## education 0.042026804
## housing 0.024036127
## loan 0.024036127
## job 0.008012042
## marital 0.001942313
## age 0.000000000
## contact 0.000000000
## month 0.000000000
## day_of_week 0.000000000
## duration 0.000000000
## campaign 0.000000000
## pdays 0.000000000
## previous 0.000000000
## emp.var.rate 0.000000000
## cons.price.idx 0.000000000
## cons.conf.idx 0.000000000
## euribor3m 0.000000000
## nr.employed 0.000000000
## y 0.000000000imputed_d <- mice(impute, m=5, maxit = 5, method = 'pmm', seed = 500)##
## iter imp variable
## 1 1 job marital education default housing loan poutcome
## 1 2 job marital education default housing loan poutcome
## 1 3 job marital education default housing loan poutcome
## 1 4 job marital education default housing loan poutcome
## 1 5 job marital education default housing loan poutcome
## 2 1 job marital education default housing loan poutcome
## 2 2 job marital education default housing loan poutcome
## 2 3 job marital education default housing loan poutcome
## 2 4 job marital education default housing loan poutcome
## 2 5 job marital education default housing loan poutcome
## 3 1 job marital education default housing loan poutcome
## 3 2 job marital education default housing loan poutcome
## 3 3 job marital education default housing loan poutcome
## 3 4 job marital education default housing loan poutcome
## 3 5 job marital education default housing loan poutcome
## 4 1 job marital education default housing loan poutcome
## 4 2 job marital education default housing loan poutcome
## 4 3 job marital education default housing loan poutcome
## 4 4 job marital education default housing loan poutcome
## 4 5 job marital education default housing loan poutcome
## 5 1 job marital education default housing loan poutcome
## 5 2 job marital education default housing loan poutcome
## 5 3 job marital education default housing loan poutcome
## 5 4 job marital education default housing loan poutcome
## 5 5 job marital education default housing loan poutcome## Warning: Number of logged events: 118model_imputed<-complete(imputed_d,2) #We have imputed the model using mice Eliminating pdays feature
Bank_Marketing<-Bank_Marketing[-13]
#removing illiterate value from education feature as there is only one value
Bank_Market<-Bank_Market[-13]
#segmenting features on their type to apply transformations for different models
bank_numerical<-as.data.frame(Bank_Marketing[c('age','campaign','previous','emp.var.rate','cons.price.idx','cons.conf.idx','euribor3m','nr.employed')])
bank_numerical_1<-as.data.frame(Bank_Market[c('age','campaign','previous','emp.var.rate','cons.price.idx','cons.conf.idx','euribor3m','nr.employed')])
bank_categorical<-as.data.frame(Bank_Marketing[c(2,3,4,5,6,7,8,9,10,13)])
bank_categorical_1<-as.data.frame(Bank_Market[c(2,3,4,5,6,7,8,9,10,13)])
diy<-as.factor(Bank_Marketing$y) #target variable
diy2<-as.factor(Bank_Marketing$y)Normalising the numeric feature
normalization <- function(x) {
return ((x - min(x)) / (max(x) - min(x))) } #normalizing the numeric features using Min-Max method
Normalized_Marketing <- as.data.frame(lapply(bank_numerical, normalization))
Normalized_Marketing_1<-as.data.frame(lapply(bank_numerical_1, normalization))
library(ade4)## Warning: package 'ade4' was built under R version 3.5.3bank_dummyvars<- acm.disjonctif(bank_categorical) #dummy coding categorical feature
bank_dummyvars_1<-acm.disjonctif(bank_categorical_1)
decision<-as.factor(ifelse(Bank_Marketing$y=="yes",1,0))
Dummy_coded_data<-cbind(Normalized_Marketing,bank_dummyvars,decision)
str(Dummy_coded_data)## 'data.frame': 41188 obs. of 67 variables:
## $ age : num 0.481 0.494 0.247 0.284 0.481 ...
## $ campaign : num 0 0 0 0 0 0 0 0 0 0 ...
## $ previous : num 0 0 0 0 0 0 0 0 0 0 ...
## $ emp.var.rate : num 0.938 0.938 0.938 0.938 0.938 ...
## $ cons.price.idx : num 0.699 0.699 0.699 0.699 0.699 ...
## $ cons.conf.idx : num 0.603 0.603 0.603 0.603 0.603 ...
## $ euribor3m : num 0.957 0.957 0.957 0.957 0.957 ...
## $ nr.employed : num 0.86 0.86 0.86 0.86 0.86 ...
## $ job.admin. : num 0 0 0 1 0 0 1 0 0 0 ...
## $ job.blue-collar : num 0 0 0 0 0 0 0 1 0 0 ...
## $ job.entrepreneur : num 0 0 0 0 0 0 0 0 0 0 ...
## $ job.housemaid : num 1 0 0 0 0 0 0 0 0 0 ...
## $ job.management : num 0 0 0 0 0 0 0 0 0 0 ...
## $ job.retired : num 0 0 0 0 0 0 0 0 0 0 ...
## $ job.self-employed : num 0 0 0 0 0 0 0 0 0 0 ...
## $ job.services : num 0 1 1 0 1 1 0 0 0 1 ...
## $ job.student : num 0 0 0 0 0 0 0 0 0 0 ...
## $ job.technician : num 0 0 0 0 0 0 0 0 1 0 ...
## $ job.unemployed : num 0 0 0 0 0 0 0 0 0 0 ...
## $ job.unknown : num 0 0 0 0 0 0 0 0 0 0 ...
## $ marital.divorced : num 0 0 0 0 0 0 0 0 0 0 ...
## $ marital.married : num 1 1 1 1 1 1 1 1 0 0 ...
## $ marital.single : num 0 0 0 0 0 0 0 0 1 1 ...
## $ marital.unknown : num 0 0 0 0 0 0 0 0 0 0 ...
## $ education.basic.4y : num 1 0 0 0 0 0 0 0 0 0 ...
## $ education.basic.6y : num 0 0 0 1 0 0 0 0 0 0 ...
## $ education.basic.9y : num 0 0 0 0 0 1 0 0 0 0 ...
## $ education.high.school : num 0 1 1 0 1 0 0 0 0 1 ...
## $ education.illiterate : num 0 0 0 0 0 0 0 0 0 0 ...
## $ education.professional.course: num 0 0 0 0 0 0 1 0 1 0 ...
## $ education.university.degree : num 0 0 0 0 0 0 0 0 0 0 ...
## $ education.unknown : num 0 0 0 0 0 0 0 1 0 0 ...
## $ default.no : num 1 0 1 1 1 0 1 0 1 1 ...
## $ default.unknown : num 0 1 0 0 0 1 0 1 0 0 ...
## $ default.yes : num 0 0 0 0 0 0 0 0 0 0 ...
## $ housing.no : num 1 1 0 1 1 1 1 1 0 0 ...
## $ housing.unknown : num 0 0 0 0 0 0 0 0 0 0 ...
## $ housing.yes : num 0 0 1 0 0 0 0 0 1 1 ...
## $ loan.no : num 1 1 1 1 0 1 1 1 1 1 ...
## $ loan.unknown : num 0 0 0 0 0 0 0 0 0 0 ...
## $ loan.yes : num 0 0 0 0 1 0 0 0 0 0 ...
## $ contact.cellular : num 0 0 0 0 0 0 0 0 0 0 ...
## $ contact.telephone : num 1 1 1 1 1 1 1 1 1 1 ...
## $ month.apr : num 0 0 0 0 0 0 0 0 0 0 ...
## $ month.aug : num 0 0 0 0 0 0 0 0 0 0 ...
## $ month.dec : num 0 0 0 0 0 0 0 0 0 0 ...
## $ month.jul : num 0 0 0 0 0 0 0 0 0 0 ...
## $ month.jun : num 0 0 0 0 0 0 0 0 0 0 ...
## $ month.mar : num 0 0 0 0 0 0 0 0 0 0 ...
## $ month.may : num 1 1 1 1 1 1 1 1 1 1 ...
## $ month.nov : num 0 0 0 0 0 0 0 0 0 0 ...
## $ month.oct : num 0 0 0 0 0 0 0 0 0 0 ...
## $ month.sep : num 0 0 0 0 0 0 0 0 0 0 ...
## $ day_of_week.fri : num 0 0 0 0 0 0 0 0 0 0 ...
## $ day_of_week.mon : num 1 1 1 1 1 1 1 1 1 1 ...
## $ day_of_week.thu : num 0 0 0 0 0 0 0 0 0 0 ...
## $ day_of_week.tue : num 0 0 0 0 0 0 0 0 0 0 ...
## $ day_of_week.wed : num 0 0 0 0 0 0 0 0 0 0 ...
## $ previous.0 : num 1 1 1 1 1 1 1 1 1 1 ...
## $ previous.1 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ previous.2 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ previous.3 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ previous.4 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ previous.5 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ previous.6 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ previous.7 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ decision : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...Data correlation/collinearity
dec <- ifelse(Bank_Marketing$y=="yes",1,0)
library(psych)
a<-cbind(dec,Normalized_Marketing)
pairs.panels(a) #correlation with numeric feature
b<-cbind(dec,bank_categorical)
pairs.panels(b) #correlation with categorical features
#As we can see that some of the numerical features have significant collinearity
#1) employee variance rate and consumer price index- 0.78
#2) employee variance rate and euribor- 0.97
#3) euribor and number of employees - 0.95
#As categorical features have factored values we do not see much collinearity.Also, with using dummy coded variables we cannot get a significant answer for that specific feature.There are 12 variables for job feature as it has 12 different classes. Hence if we use dummy variables the plot won't show the correlation for "job" as a feature. PCA
#PCA has been performed on numeric features since the dataset also contains categorical features.
q<-cbind(bank_numerical,dec)
pca<-princomp(q,scores = TRUE,cor=TRUE)
loadings(pca)##
## Loadings:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7 Comp.8
## age 0.573 0.269 0.604 0.461 0.147
## campaign -0.102 -0.139 0.933 -0.312
## previous 0.282 0.170 0.140 -0.349 0.367 -0.690 0.373
## emp.var.rate -0.495 -0.130 0.113 0.794
## cons.price.idx -0.376 -0.357 0.395 -0.670 -0.312
## cons.conf.idx -0.107 0.675 -0.127 -0.620 -0.297 -0.154
## euribor3m -0.496 0.232
## nr.employed -0.473 0.533 -0.513
## dec 0.204 0.385 -0.600 0.632 0.201
## Comp.9
## age
## campaign
## previous
## emp.var.rate 0.285
## cons.price.idx
## cons.conf.idx 0.121
## euribor3m -0.824
## nr.employed 0.465
## dec
##
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7 Comp.8
## SS loadings 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000
## Proportion Var 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111
## Cumulative Var 0.111 0.222 0.333 0.444 0.556 0.667 0.778 0.889
## Comp.9
## SS loadings 1.000
## Proportion Var 0.111
## Cumulative Var 1.000plot(pca)
biplot(pca)
pca$scores## Comp.1 Comp.2 Comp.3 Comp.4
## [1,] -1.31088985 1.4868401172 -0.308049532 8.764685e-01
## [2,] -1.31083372 1.5418190188 -0.282279019 9.344263e-01
## [3,] -1.31195635 0.4422409885 -0.797689277 -2.247312e-01
## [4,] -1.31178795 0.6071776931 -0.720377739 -5.085756e-02
## [5,] -1.31088985 1.4868401172 -0.308049532 8.764685e-01
## [6,] -1.31150730 0.8820722006 -0.591525174 2.389318e-01
## [7,] -1.31072146 1.6517768218 -0.230737994 1.050342e+00
## [8,] -1.31173182 0.6621565946 -0.694607226 7.100314e-03
## [9,] -1.31268606 -0.2724847311 -1.132705945 -9.781836e-01
## [10,] -1.31262993 -0.2175058296 -1.106935432 -9.202257e-01
## [11,] -1.31173182 0.6621565946 -0.694607226 7.100314e-03
## [12,] -1.31262993 -0.2175058296 -1.106935432 -9.202257e-01
## [13,] -1.31240540 0.0024097765 -1.003853380 -6.883942e-01
## [14,] -1.31083372 1.5418190188 -0.282279019 9.344263e-01
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## [1888,] -1.34846044 0.1721379578 -0.563834444 -4.703186e-01
## [1889,] -1.34846044 0.1721379578 -0.563834444 -4.703186e-01
## [1890,] -1.38553697 -0.0978552530 -0.330039374 -7.159870e-01
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## [1896,] -1.42109795 1.1165818771 0.599559544 6.032073e-01
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## [1898,] -1.34716941 1.4366526925 0.028887353 8.627125e-01
## [1899,] -1.34834817 0.2820957608 -0.512293418 -3.544029e-01
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## [1901,] -1.31166456 0.1672366610 -0.926482078 -5.144396e-01
## [1902,] -1.34750620 1.1067792835 -0.125735725 5.149653e-01
## [1903,] -1.38553697 -0.0978552530 -0.330039374 -7.159870e-01
## [1904,] -1.34862883 0.0072012533 -0.641145982 -6.441923e-01
## [1905,] -1.38458273 0.8367860727 0.108059345 2.692969e-01
## [1906,] -1.34885336 -0.2127143528 -0.744228034 -8.760238e-01
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## [1908,] -1.53199076 0.6364756539 1.455567831 2.139494e-01
## [1909,] -1.34846044 0.1721379578 -0.563834444 -4.703186e-01
## [1910,] -1.34750620 1.1067792835 -0.125735725 5.149653e-01
## [1911,] -1.34857270 0.0621801548 -0.615375470 -5.862344e-01
## [1912,] -1.42132248 0.8966662710 0.496477492 3.713758e-01
## [1913,] -1.34711328 1.4916315941 0.054657866 9.206704e-01
## [1914,] -1.34778686 0.8318847759 -0.254588289 2.251759e-01
## [1915,] -1.34750620 1.1067792835 -0.125735725 5.149653e-01
## [1916,] -1.34784299 0.7769058744 -0.280358802 1.672180e-01
## [1917,] -1.34784299 0.7769058744 -0.280358802 1.672180e-01
## [1918,] -1.34851657 0.1171590563 -0.589604957 -5.282765e-01
## [1919,] -1.38508792 0.3419759591 -0.123875271 -2.523240e-01
## [1920,] -1.34840430 0.2271168593 -0.538063931 -4.123608e-01
## [1921,] -1.34879723 -0.1577354513 -0.718457521 -8.180659e-01
## [1922,] -1.38491952 0.5069126637 -0.046563732 -7.845037e-02
## [1923,] -1.38497565 0.4519337622 -0.072334245 -1.364082e-01
## [1924,] -1.34868496 -0.0477776482 -0.666916495 -7.021501e-01
## [1925,] -1.45896033 0.0768840452 0.472567433 -4.538714e-01
## [1926,] -1.31205748 -0.2176156496 -1.106875668 -9.201448e-01
## [1927,] -1.38553697 -0.0978552530 -0.330039374 -7.159870e-01
## [1928,] -1.38469500 0.7268282697 0.056518319 1.533811e-01
## [1929,] -1.34846044 0.1721379578 -0.563834444 -4.703186e-01
## [1930,] -1.34846044 0.1721379578 -0.563834444 -4.703186e-01
## [1931,] -1.38491952 0.5069126637 -0.046563732 -7.845037e-02
## [1932,] -1.42070503 1.5014341877 0.779953134 1.008912e+00
## [1933,] -1.34817978 0.4470324654 -0.434981879 -1.805292e-01
## [1934,] -1.42171540 0.5118139605 0.316083902 -3.432937e-02
## [1935,] -1.34846044 0.1721379578 -0.563834444 -4.703186e-01
## [1936,] -1.38514405 0.2869970576 -0.149645784 -3.102819e-01
## [1937,] -1.38447047 0.9467438757 0.159600371 3.852126e-01
## [1938,] -1.34784299 0.7769058744 -0.280358802 1.672180e-01
## [1939,] -1.38435821 1.0567016788 0.211141397 5.011284e-01
## [1940,] -1.34834817 0.2820957608 -0.512293418 -3.544029e-01
## [1941,] -1.38430208 1.1116805803 0.236911910 5.590863e-01
## [1942,] -1.49637365 -0.5229825746 0.551739426 -1.047287e+00
## [1943,] -1.34851657 0.1171590563 -0.589604957 -5.282765e-01
## [1944,] -1.34716941 1.4366526925 0.028887353 8.627125e-01
## [1945,] -1.34750620 1.1067792835 -0.125735725 5.149653e-01
## [1946,] -1.53243981 0.1966444418 1.249403728 -2.497136e-01
## [1947,] -1.34890949 -0.2676932543 -0.769998547 -9.339816e-01
## [1948,] -1.38559310 -0.1528341545 -0.355809887 -7.739449e-01
## [1949,] -1.34801138 0.6119691699 -0.357670341 -6.655620e-03
## [1950,] -1.34840430 0.2271168593 -0.538063931 -4.123608e-01
## [1951,] -1.42250124 -0.2578906607 -0.044703278 -8.457396e-01
## [1952,] -1.34857270 0.0621801548 -0.615375470 -5.862344e-01
## [1953,] -1.38497565 0.4519337622 -0.072334245 -1.364082e-01
## [1954,] -1.38570536 -0.2627919575 -0.407350913 -8.898606e-01
## [1955,] -1.38508792 0.3419759591 -0.123875271 -2.523240e-01
## [1956,] -1.31205748 -0.2176156496 -1.106875668 -9.201448e-01
## [1957,] -1.45901646 0.0219051437 0.446796920 -5.118293e-01
## [1958,] -1.42177153 0.4568350590 0.290313389 -9.228725e-02
## [1959,] -1.34823591 0.3920535638 -0.460752392 -2.384871e-01
## [1960,] -1.45828675 0.7366308633 0.781813588 2.416231e-01
## [1961,] -1.42104182 1.1715607786 0.625330057 6.611651e-01
## [1962,] -1.42222058 0.0170038469 0.084149286 -5.559503e-01
## [1963,] -1.42160314 0.6217717635 0.367624928 8.158638e-02
## [1964,] -1.38503179 0.3969548606 -0.098104758 -1.943661e-01
## [1965,] -1.38570536 -0.2627919575 -0.407350913 -8.898606e-01
## [1966,] -1.38424594 1.1666594818 0.262682423 6.170441e-01
## [1967,] -1.34728167 1.3266948895 -0.022653673 7.467968e-01
## [1968,] -1.53171010 0.9113701614 1.584420395 5.037388e-01
## [1969,] -1.56906729 0.3664824431 1.689362901 -3.171901e-02
## [1970,] -1.34801138 0.6119691699 -0.357670341 -6.655620e-03
## [1971,] -1.38570536 -0.2627919575 -0.407350913 -8.898606e-01
## [1972,] -1.42188379 0.3468772559 0.238772363 -2.082030e-01
## [1973,] -1.34728167 1.3266948895 -0.022653673 7.467968e-01
## [1974,] -1.38486339 0.5618915652 -0.020793219 -2.049250e-02
## [1975,] -1.42255737 -0.3128695622 -0.070473791 -9.036975e-01
## [1976,] -1.38475113 0.6718493682 0.030747807 9.542326e-02
## [1977,] -1.42244511 -0.2029117592 -0.018932765 -7.877818e-01
## [1978,] -1.38520018 0.2320181561 -0.175416297 -3.682398e-01
## [1979,] -1.38463887 0.7818071712 0.082288832 2.113390e-01
## [1980,] -1.38491952 0.5069126637 -0.046563732 -7.845037e-02
## [1981,] -1.60619996 0.0415103309 1.897387458 -3.353453e-01
## [1982,] -1.45794996 1.0665042724 0.936436665 5.893704e-01
## [1983,] -1.38514405 0.2869970576 -0.149645784 -3.102819e-01
## [1984,] -1.38491952 0.5069126637 -0.046563732 -7.845037e-02
## [1985,] -1.34789912 0.7219269729 -0.306129315 1.092601e-01
## [1986,] -1.42199606 0.2369194529 0.187231338 -3.241188e-01
## [1987,] -1.34886449 0.3371844823 -0.486582669 -2.965259e-01
## [1988,] -1.49587960 0.5217263741 1.041319407 5.383168e-02
## [1989,] -1.42211945 0.6768604850 0.393335677 1.394633e-01
## [1990,] -1.49554281 0.8515997831 1.195942484 4.015789e-01
## [1991,] -1.42144587 1.3366073031 0.702581832 8.349578e-01
## [1992,] -1.38554810 0.4520435821 -0.072394009 -1.364892e-01
## [1993,] -1.49666544 -0.2479782471 0.680532227 -7.575786e-01
## [1994,] -1.34858383 0.6120789899 -0.357730104 -6.736563e-03
## [1995,] -1.45880306 0.7917195848 0.807524337 2.995001e-01
## [1996,] -1.42245624 0.3469870759 0.238712600 -2.082839e-01
## [1997,] -1.45942051 0.1869516682 0.524048695 -3.380366e-01
## [1998,] -1.34830317 0.8869734974 -0.228877540 2.830528e-01
## [1999,] -1.45880306 0.7917195848 0.807524337 2.995001e-01
## [2000,] -1.34824704 0.9419523989 -0.203107027 3.410107e-01
## [2001,] -1.45908372 0.5168250773 0.678671773 9.710681e-03
## [2002,] -1.42223171 0.5669026820 0.341794651 2.354756e-02
## [2003,] -0.81175905 2.6701173440 1.395994434 -9.024826e-01
## [2004,] -1.34903288 0.1722477778 -0.563894207 -4.703996e-01
## [2005,] -1.34819091 0.9969313005 -0.177336514 3.989686e-01
## [2006,] -1.34791025 1.2718258080 -0.048483950 6.887580e-01
## [2007,] -1.38453773 1.4416638093 0.391475223 9.067526e-01
## [2008,] -1.34897675 0.2272266793 -0.538123695 -4.124417e-01
## [2009,] -1.53228255 0.9114799814 1.584360632 5.036578e-01
## [2010,] -1.38554810 0.4520435821 -0.072394009 -1.364892e-01
## [2011,] -1.49576733 0.6316841771 1.092860433 1.697474e-01
## [2012,] -1.42251237 0.2920081744 0.212942087 -2.662418e-01
## [2013,] -1.45897146 0.6267828803 0.730212799 1.256264e-01
## [2014,] -1.34819091 0.9969313005 -0.177336514 3.989686e-01
## [2015,] -1.42127748 1.5015440076 0.779893370 1.008831e+00
## [2016,] -1.34841544 0.7770156944 -0.280418566 1.671371e-01
## [2017,] -1.34807865 1.1068891035 -0.125795488 5.148843e-01
## [2018,] -1.45947664 0.1319727667 0.498278182 -3.959945e-01
## [2019,] -1.34791025 1.2718258080 -0.048483950 6.887580e-01
## [2020,] -1.38543584 0.5620013852 -0.020852983 -2.057344e-02
## [2021,] -1.34779799 1.3817836110 0.003057076 8.046737e-01
## [2022,] -1.45942051 0.1869516682 0.524048695 -3.380366e-01
## [2023,] -1.42251237 0.2920081744 0.212942087 -2.662418e-01
## [2024,] -1.53312452 0.0867964588 1.197802938 -3.657103e-01
## [2025,] -1.42206332 0.7318393865 0.419106190 1.974212e-01
## [2026,] -1.34892062 0.2822055808 -0.512353182 -3.544838e-01
## [2027,] -1.38594102 0.0671912716 -0.252787599 -5.421943e-01
## [2028,] -1.42217558 0.6218815835 0.367565164 8.150543e-02
## [2029,] -1.42256850 0.2370292729 0.187171574 -3.241997e-01
## [2030,] -1.42150200 1.2816284016 0.676811319 7.769999e-01
## [2031,] -1.42150200 1.2816284016 0.676811319 7.769999e-01
## [2032,] -1.53211416 1.0764166860 1.661672170 6.775314e-01
## [2033,] -1.34869609 0.5021211869 -0.409271130 -1.226523e-01
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## [2035,] -1.34813478 1.0519102020 -0.151566001 4.569264e-01
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## [2040,] -0.70316763 0.8960886053 -0.516604882 -2.889498e+00
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## [10912,] -1.86063820 -0.3642313534 -0.636376689 -5.422799e-01
## [10913,] -1.86108725 -0.8040625655 -0.842540792 -1.005943e+00
## [10914,] -1.85990849 0.3504943662 -0.301360021 2.111725e-01
## [10915,] -1.86091885 -0.6391258610 -0.765229253 -8.320693e-01
## [10916,] -1.86125564 -0.9689992700 -0.919852330 -1.179817e+00
## [10917,] -1.21466068 0.4695672771 -0.537546337 -2.845462e+00
## [10918,] -1.97007159 0.5851138627 0.889664933 5.753670e-01
## [10919,] -1.85962783 0.6253888738 -0.172507457 5.009619e-01
## [10920,] -2.04517889 -0.8895138845 0.919156354 -9.012537e-01
## [10921,] -1.86075046 -0.4741891564 -0.687917714 -6.581956e-01
## [10922,] -2.19281144 -1.3097399094 2.163582788 -1.188433e+00
## [10923,] -1.86091885 -0.6391258610 -0.765229253 -8.320693e-01
## [10924,] -1.89664823 0.4103745645 0.087058126 3.132514e-01
## [10925,] -1.86108725 -0.8040625655 -0.842540792 -1.005943e+00
## [10926,] -1.89793926 -0.8541401702 -0.505663670 -1.019780e+00
## [10927,] -1.86119951 -0.9140203685 -0.894081818 -1.121859e+00
## [10928,] -1.86125564 -0.9689992700 -0.919852330 -1.179817e+00
## [10929,] -1.86046980 -0.1992946489 -0.559065150 -3.684063e-01
## [10930,] -1.86108725 -0.8040625655 -0.842540792 -1.005943e+00
## [10931,] -2.00821462 -0.7294784768 0.633820258 -7.715010e-01
## [10932,] -1.86046980 -0.1992946489 -0.559065150 -3.684063e-01
## [10933,] -1.97012772 0.5301349612 0.863894421 5.174091e-01
## [10934,] -1.89788312 -0.7991612687 -0.479893157 -9.618219e-01
## [10935,] -1.85979622 0.4604521693 -0.249818995 3.270882e-01
## [10936,] -1.86108725 -0.8040625655 -0.842540792 -1.005943e+00
## [10937,] -1.21494134 0.1946727696 -0.666398902 -3.135252e+00
## [10938,] -1.86131178 -1.0239781715 -0.945622843 -1.237774e+00
## [10939,] -1.89698502 0.0805011555 -0.067564951 -3.449589e-02
## [10940,] -1.89838831 -1.2939713823 -0.711827773 -1.483443e+00
## [10941,] -1.86075046 -0.4741891564 -0.687917714 -6.581956e-01
## [10942,] -1.86125564 -0.9689992700 -0.919852330 -1.179817e+00
## [10943,] -1.86103112 -0.7490836640 -0.816770279 -9.479850e-01
## [10944,] -1.86103112 -0.7490836640 -0.816770279 -9.479850e-01
## [10945,] -1.86103112 -0.7490836640 -0.816770279 -9.479850e-01
## [10946,] -1.86086272 -0.5841469594 -0.739458740 -7.741114e-01
## [10947,] -1.86086272 -0.5841469594 -0.739458740 -7.741114e-01
## [10948,] -2.04512276 -0.8345349830 0.944926867 -8.432958e-01
## [10949,] -1.89737794 -0.3043511551 -0.247958541 -4.402010e-01
## [10950,] -1.86103112 -0.7490836640 -0.816770279 -9.479850e-01
## [10951,] -1.93428608 -0.4094076613 0.063148067 -5.119958e-01
## [10952,] -1.89749020 -0.4143089581 -0.299499567 -5.561168e-01
## [10953,] -1.93327571 0.5802125659 0.527017299 5.312460e-01
## [10954,] -1.89788312 -0.7991612687 -0.479893157 -9.618219e-01
## [10955,] -1.93394929 -0.0795342523 0.217771144 -1.642485e-01
## [10956,] -1.86131178 -1.0239781715 -0.945622843 -1.237774e+00
## [10957,] -1.86131178 -1.0239781715 -0.945622843 -1.237774e+00
## [10958,] -1.85957170 0.6803677753 -0.146736944 5.589198e-01
## [10959,] -1.93422995 -0.3544287598 0.088918580 -4.540379e-01
## [10960,] -2.89226987 -1.5464886793 8.899264762 -6.978810e-01
## [10961,] -1.89720955 -0.1394144506 -0.170647003 -2.663274e-01
## [10962,] -1.86103112 -0.7490836640 -0.816770279 -9.479850e-01
## [10963,] -2.15421936 0.4446836421 2.625591566 6.220984e-01
## [10964,] -1.86108725 -0.8040625655 -0.842540792 -1.005943e+00
## [10965,] -1.85945944 0.7903255783 -0.095195918 6.748355e-01
## [10966,] -1.85945944 0.7903255783 -0.095195918 6.748355e-01
## [10967,] -1.97136261 -0.6794008721 0.296943137 -7.576642e-01
## [10968,] -1.89709728 -0.0294566475 -0.119105977 -1.504116e-01
## [10969,] -1.93422995 -0.3544287598 0.088918580 -4.540379e-01
## [10970,] -1.85951557 0.7353466768 -0.120966431 6.168776e-01
## [10971,] -1.85974009 0.5154310708 -0.224048482 3.850461e-01
## [10972,] -1.89810765 -1.0190768747 -0.582975209 -1.193653e+00
## [10973,] -1.86091885 -0.6391258610 -0.765229253 -8.320693e-01
## [10974,] -1.85974009 0.5154310708 -0.224048482 3.850461e-01
## [10975,] -1.97119422 -0.5144641675 0.374254676 -5.837905e-01
## [10976,] -2.26623480 -1.1350006113 2.966189595 -9.263170e-01
## [10977,] -1.86119951 -0.9140203685 -0.894081818 -1.121859e+00
## [10978,] -1.21398710 1.1293140952 -0.228300182 -2.149968e+00
## [10979,] -1.93462287 -0.7392810704 -0.091475010 -8.597430e-01
## [10980,] -1.21471681 0.4145883756 -0.563316850 -2.903420e+00
## [10981,] -2.22938279 -1.0849230066 2.629312474 -9.124802e-01
## [10982,] -1.21398710 1.1293140952 -0.228300182 -2.149968e+00
## [10983,] -2.52436724 -1.6504805488 5.247017906 -1.197049e+00
## [10984,] -1.89732181 -0.2493722536 -0.222188029 -3.822431e-01
## [10985,] -1.89715342 -0.0844355491 -0.144876490 -2.083695e-01
## [10986,] -1.89670436 0.3553956630 0.061287613 2.552935e-01
## [10987,] -2.04501050 -0.7245771800 0.996467893 -7.273800e-01
## [10988,] -1.89771473 -0.6342245642 -0.402581619 -7.879483e-01
## [10989,] -2.33926524 -0.5754090026 3.949189993 -2.584963e-01
## [10990,] -2.44993352 -0.8355996197 4.908280331 -4.159227e-01
## [10991,] -1.93366863 0.1953602553 0.346623709 1.255409e-01
## [10992,] -2.08146958 -0.3898024741 1.513738604 -3.355118e-01
## [10993,] -1.89799539 -0.9091190717 -0.531434183 -1.077738e+00
## [10994,] -1.86086272 -0.5841469594 -0.739458740 -7.741114e-01
## [10995,] -1.85957170 0.6803677753 -0.146736944 5.589198e-01
## [10996,] -2.08225542 -1.1595070953 1.152951424 -1.146922e+00
## [10997,] -1.93406155 -0.1894920553 0.166230119 -2.801643e-01
## [10998,] -1.89709728 -0.0294566475 -0.119105977 -1.504116e-01
## [10999,] -2.41240794 -0.1257751969 4.880649364 2.934087e-01
## [11000,] -2.00714812 0.3151206519 1.123460003 3.296986e-01
## [11001,] -1.97012772 0.5301349612 0.863894421 5.174091e-01
## [11002,] -1.89737794 -0.3043511551 -0.247958541 -4.402010e-01
## [11003,] -1.89715342 -0.0844355491 -0.144876490 -2.083695e-01
## [11004,] -2.92822377 -0.7169038598 9.648470090 2.156082e-01
## [11005,] -1.89720955 -0.1394144506 -0.170647003 -2.663274e-01
## [11006,] -1.89777086 -0.6892034657 -0.428352132 -8.459062e-01
## [11007,] -1.89788312 -0.7991612687 -0.479893157 -9.618219e-01
## [11008,] -2.33948976 -0.7953246086 3.846107941 -4.903278e-01
## [11009,] -1.93495966 -1.0691544794 -0.246098088 -1.207490e+00
## [11010,] -2.15489294 -0.2150631760 2.316345411 -7.339615e-02
## [11011,] -2.26505604 0.0195563205 3.507370366 2.907984e-01
## [11012,] -1.93400542 -0.1345131538 0.192000632 -2.222064e-01
## [11013,] -1.21297674 2.1189343224 0.235569050 -1.106726e+00
## [11014,] -1.89816378 -1.0740557762 -0.608745722 -1.251611e+00
## [11015,] -1.93389316 -0.0245553507 0.243541657 -1.062906e-01
## [11016,] -1.93394929 -0.0795342523 0.217771144 -1.642485e-01
## [11017,] -1.32510444 0.4292922660 0.524626053 -2.771057e+00
## [11018,] -1.89793926 -0.8541401702 -0.505663670 -1.019780e+00
## [11019,] -2.67155075 -1.6308753616 6.697608443 -1.020565e+00
## [11020,] -1.93372476 0.1403813538 0.320853196 6.758299e-02
## [11021,] -1.50897155 0.5637565530 2.389405250 -2.434536e+00
## [11022,] -1.89754634 -0.4692878596 -0.325270080 -6.140746e-01
## [11023,] -1.93372476 0.1403813538 0.320853196 6.758299e-02
## [11024,] -1.89810765 -1.0190768747 -0.582975209 -1.193653e+00
## [11025,] -2.00860754 -1.1143307874 0.453426668 -1.177206e+00
## [11026,] -1.97102582 -0.3495274630 0.451566214 -4.099169e-01
## [11027,] -1.89715342 -0.0844355491 -0.144876490 -2.083695e-01
## [11028,] -2.19191334 -0.4300774852 2.575910994 -2.611067e-01
## [11029,] -2.19269918 -1.1997821064 2.215123814 -1.072517e+00
## [11030,] -1.89670436 0.3553956630 0.061287613 2.552935e-01
## [11031,] -1.93473513 -0.8492388734 -0.143016036 -9.756588e-01
## [11032,] -1.93383703 0.0304235508 0.269312170 -4.833276e-02
## [11033,] -2.04489823 -0.6146193770 1.048008918 -6.114643e-01
## [11034,] -3.33460621 -2.2573777388 12.890249193 -9.798392e-01
## [11035,] -1.89749020 -0.4143089581 -0.299499567 -5.561168e-01
## [11036,] -1.89765860 -0.5792456626 -0.376811106 -7.299904e-01
## [11037,] -1.89765860 -0.5792456626 -0.376811106 -7.299904e-01
## [11038,] -1.86018915 0.0755998587 -0.430212585 -7.861689e-02
## [11039,] -1.89765860 -0.5792456626 -0.376811106 -7.299904e-01
## [11040,] -1.86024528 0.0206209572 -0.455983098 -1.365748e-01
## [11041,] -1.89732181 -0.2493722536 -0.222188029 -3.822431e-01
## [11042,] -2.04489823 -0.6146193770 1.048008918 -6.114643e-01
## [11043,] -1.89777086 -0.6892034657 -0.428352132 -8.459062e-01
## [11044,] -2.30213257 -0.2504368903 3.741165436 4.512997e-02
## [11045,] -1.97074517 -0.0746329555 0.580418779 -1.201275e-01
## [11046,] -1.93350024 0.3602969598 0.423935248 2.994145e-01
## [11047,] -1.25156882 0.3645107709 -0.226439729 -2.917257e+00
## [11048,] -2.11742348 0.4397823453 2.262943932 5.779774e-01
## [11049,] -1.89720955 -0.1394144506 -0.170647003 -2.663274e-01
## [11050,] -2.15472454 -0.0501264715 2.393656950 1.004775e-01
## [11051,] -1.93389316 -0.0245553507 0.243541657 -1.062906e-01
## [11052,] -1.85945944 0.7903255783 -0.095195918 6.748355e-01
## [11053,] -1.93434221 -0.4643865628 0.037377554 -5.699537e-01
## [11054,] -1.93361250 0.2503391568 0.372394222 1.834987e-01
## [11055,] -2.00804623 -0.5645417722 0.711131797 -5.976274e-01
## [11056,] -2.44942834 -0.3407895061 5.140214947 1.056982e-01
## [11057,] -2.11809706 -0.2199644728 1.953697777 -1.175172e-01
## [11058,] -2.11893904 -1.0446479954 1.567140084 -9.868853e-01
## [11059,] -2.33915297 -0.4654511995 4.000731018 -1.425805e-01
## [11060,] -2.59728542 -0.9809311371 6.281559329 -4.133123e-01
## [11061,] -1.89821991 -1.1290346778 -0.634516235 -1.309569e+00
## [11062,] -2.56004049 -0.5460012218 6.125075798 6.229705e-03
## [11063,] -1.97091356 -0.2395696600 0.503107240 -2.940011e-01
## [11064,] -1.89805152 -0.9640979732 -0.557204696 -1.135696e+00
## [11065,] -2.11798480 -0.1100066698 2.005238803 -1.601398e-03
## [11066,] -2.08085214 0.2149654425 1.797214246 3.020249e-01
## [11067,] -1.89765860 -0.5792456626 -0.376811106 -7.299904e-01
## [11068,] -2.00849528 -1.0043729843 0.504967694 -1.061290e+00
## [11069,] -1.93479126 -0.9042177749 -0.168786549 -1.033617e+00
## [11070,] -1.93400542 -0.1345131538 0.192000632 -2.222064e-01
## [11071,] -1.36212484 0.2142779568 0.784191636 -2.958768e+00
## [11072,] -1.93333184 0.5252336644 0.501246786 4.732881e-01
## [11073,] -1.89754634 -0.4692878596 -0.325270080 -6.140746e-01
## [11074,] -2.22781111 0.4544862357 3.350886835 7.103404e-01
## [11075,] -1.89687276 0.1904589585 -0.016023925 8.141986e-02
## [11076,] -1.93299505 0.8551070734 0.655869864 8.210354e-01
## [11077,] -1.93473513 -0.8492388734 -0.143016036 -9.756588e-01
## [11078,] -1.93361250 0.2503391568 0.372394222 1.834987e-01
## [11079,] -1.89636757 0.6852690721 0.215910691 6.030407e-01
## [11080,] -1.97136261 -0.6794008721 0.296943137 -7.576642e-01
## [11081,] -2.04534728 -1.0544505890 0.841844815 -1.075127e+00
## [11082,] -1.28662462 2.0737580145 0.935093805 -1.076442e+00
## [11083,] -2.22898431 -0.9750201135 2.680883381 -7.965239e-01
## [11084,] -2.30257606 -0.9652175199 3.406178650 -7.082819e-01
## [11085,] -2.04444361 -0.4497375824 1.125350339 -4.375502e-01
## [11086,] -1.89697946 -0.1944482621 -0.196387634 -3.242448e-01
## [11087,] -1.85922934 0.7352917668 -0.120936549 6.169181e-01
## [11088,] -1.86052037 -0.5292229679 -0.713658345 -7.161131e-01
## [11089,] -1.86012745 -0.1443706574 -0.533264755 -3.104079e-01
## [11090,] -1.85911708 0.8452495698 -0.069395523 7.328339e-01
## [11091,] -1.86012745 -0.1443706574 -0.533264755 -3.104079e-01
## [11092,] -1.89742851 -0.6342794742 -0.402551737 -7.879078e-01
## [11093,] -2.00770387 -0.5096177807 0.736932192 -5.396291e-01
## [11094,] -1.93349467 0.0853475423 0.295112565 9.665583e-03
## [11095,] -1.85962226 0.3504394562 -0.301330139 2.112130e-01
## [11096,] -1.86091329 -0.9140752785 -0.894051936 -1.121818e+00
## [11097,] -1.86063263 -0.6391807710 -0.765199371 -8.320288e-01
## [11098,] -1.86035197 -0.3642862634 -0.636346807 -5.422394e-01
## [11099,] -1.86057650 -0.5842018694 -0.739428858 -7.740709e-01
## [11100,] -1.97102026 -0.6244768806 0.322743532 -6.996658e-01
## [11101,] -1.21403767 0.7993857762 -0.382893378 -2.497674e+00
## [11102,] -1.85906095 0.9002284713 -0.043625010 7.907917e-01
## [11103,] -1.85973453 0.2404816532 -0.352871165 9.529721e-02
## [11104,] -1.85979066 0.1855027517 -0.378641678 3.733934e-02
## [11105,] -1.86007132 -0.0893917558 -0.507494242 -2.524500e-01
## [11106,] -1.97057121 -0.1846456685 0.528907635 -2.360028e-01
## [11107,] -1.86018358 -0.1993495589 -0.559035268 -3.683658e-01
## [11108,] -2.15460671 -0.2151180860 2.316375293 -7.335568e-02
## [11109,] -2.04511719 -1.1094844006 0.816104184 -1.133045e+00
## [11110,] -1.85962226 0.3504394562 -0.301330139 2.112130e-01
## [11111,] -1.85956613 0.4054183577 -0.275559626 2.691708e-01
## Comp.5 Comp.6 Comp.7 Comp.8
## [1,] 5.550200e-01 -8.593336e-02 -0.3915087231 2.000792e-02
## [2,] 5.992790e-01 -7.181115e-02 -0.3895443625 2.018638e-02
## [3,] -2.859006e-01 -3.542554e-01 -0.4288315752 1.661720e-02
## [4,] -1.531236e-01 -3.118888e-01 -0.4229384933 1.715258e-02
## [5,] 5.550200e-01 -8.593336e-02 -0.3915087231 2.000792e-02
## [6,] 6.817126e-02 -2.412777e-01 -0.4131166901 1.804488e-02
## [7,] 6.877970e-01 -4.356672e-02 -0.3856156412 2.054330e-02
## [8,] -1.088647e-01 -2.977666e-01 -0.4209741326 1.733104e-02
## [9,] -8.612673e-01 -5.378442e-01 -0.4543682634 1.429724e-02
## [10,] -8.170083e-01 -5.237220e-01 -0.4524039028 1.447570e-02
## [11,] -1.088647e-01 -2.977666e-01 -0.4209741326 1.733104e-02
## [12,] -8.170083e-01 -5.237220e-01 -0.4524039028 1.447570e-02
## [13,] -6.399724e-01 -4.672332e-01 -0.4445464602 1.518953e-02
## [14,] 5.992790e-01 -7.181115e-02 -0.3895443625 2.018638e-02
## [15,] -3.744185e-01 -3.824999e-01 -0.4327602964 1.626029e-02
## [16,] 4.665021e-01 -1.141778e-01 -0.3954374444 1.965101e-02
## [17,] -3.744185e-01 -3.824999e-01 -0.4327602964 1.626029e-02
## [18,] 1.124302e-01 -2.271555e-01 -0.4111523295 1.822333e-02
## [19,] 2.894662e-01 -1.706667e-01 -0.4032948869 1.893717e-02
## [20,] -1.973826e-01 -3.260110e-01 -0.4249028539 1.697412e-02
## [21,] -5.957134e-01 -4.531109e-01 -0.4425820996 1.536799e-02
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## [817,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
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## [852,] -5.514579e-01 -4.389722e-01 -0.4407515206 1.558274e-02
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## [854,] -5.514579e-01 -4.389722e-01 -0.4407515206 1.558274e-02
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## [856,] -3.541583e-01 -3.506504e-01 -0.4246338330 1.687814e-02
## [857,] 3.240369e-02 1.701870e+00 0.2144213492 2.251387e-02
## [858,] 1.566858e-01 -2.130167e-01 -0.4093217504 1.843808e-02
## [859,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [860,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [861,] -2.656404e-01 -3.224060e-01 -0.4207051117 1.723505e-02
## [862,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [863,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [864,] 8.843147e-02 -2.094283e-01 -0.4049902267 1.866272e-02
## [865,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [866,] -4.629399e-01 -4.107278e-01 -0.4368227993 1.593965e-02
## [867,] -2.859040e-01 -3.542389e-01 -0.4289653568 1.665349e-02
## [868,] -2.035012e-02 -2.695056e-01 -0.4171791930 1.772424e-02
## [869,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [870,] -8.648624e-05 -2.376727e-01 -0.4089189479 1.830581e-02
## [871,] -1.446322e-01 1.645381e+00 0.2065639067 2.180003e-02
## [872,] -1.531271e-01 -3.118722e-01 -0.4230722749 1.718887e-02
## [873,] -1.531271e-01 -3.118722e-01 -0.4230722749 1.718887e-02
## [874,] 6.877936e-01 -4.355017e-02 -0.3857494228 2.057959e-02
## [875,] -2.035012e-02 -2.695056e-01 -0.4171791930 1.772424e-02
## [876,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [877,] 1.651806e-01 1.744236e+00 0.2203144311 2.304925e-02
## [878,] -1.088681e-01 -2.977500e-01 -0.4211079142 1.736733e-02
## [879,] -7.967481e-01 -4.918726e-01 -0.4442774393 1.509355e-02
## [880,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [881,] -5.514579e-01 -4.389722e-01 -0.4407515206 1.558274e-02
## [882,] -8.410071e-01 -5.059948e-01 -0.4462418000 1.491509e-02
## [883,] -1.328634e-01 -2.800393e-01 -0.4148120298 1.777043e-02
## [884,] 1.566858e-01 -2.130167e-01 -0.4093217504 1.843808e-02
## [885,] -2.656404e-01 -3.224060e-01 -0.4207051117 1.723505e-02
## [886,] -2.035012e-02 -2.695056e-01 -0.4171791930 1.772424e-02
## [887,] -6.399758e-01 -4.672166e-01 -0.4446802418 1.522582e-02
## [888,] -2.085812e-01 -1.773636e-01 -0.3813682470 1.996441e-02
## [889,] -3.301630e-01 -3.683611e-01 -0.4309297174 1.647503e-02
## [890,] -5.957169e-01 -4.530944e-01 -0.4427158812 1.540428e-02
## [891,] -8.042116e-01 -3.927853e-01 -0.4151651803 1.706288e-02
## [892,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [893,] -5.754532e-01 -4.212615e-01 -0.4344556362 1.598584e-02
## [894,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [895,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [896,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [897,] -4.629399e-01 -4.107278e-01 -0.4368227993 1.593965e-02
## [898,] -3.984173e-01 -3.647726e-01 -0.4265981936 1.669968e-02
## [899,] -5.071989e-01 -4.248500e-01 -0.4387871599 1.576119e-02
## [900,] -8.648624e-05 -2.376727e-01 -0.4089189479 1.830581e-02
## [901,] -5.311942e-01 -4.071393e-01 -0.4324912755 1.616430e-02
## [902,] 3.779807e-01 -1.424057e-01 -0.3994999473 1.933037e-02
## [903,] -8.648624e-05 -2.376727e-01 -0.4089189479 1.830581e-02
## [904,] 4.867623e-01 -8.232832e-02 -0.3873109810 2.026885e-02
## [905,] 3.779807e-01 -1.424057e-01 -0.3994999473 1.933037e-02
## [906,] -5.071989e-01 -4.248500e-01 -0.4387871599 1.576119e-02
## [907,] -5.514579e-01 -4.389722e-01 -0.4407515206 1.558274e-02
## [908,] 1.124268e-01 -2.271390e-01 -0.4112861111 1.825962e-02
## [909,] 6.877936e-01 -4.355017e-02 -0.3857494228 2.057959e-02
## [910,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [911,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [912,] -1.531271e-01 -3.118722e-01 -0.4230722749 1.718887e-02
## [913,] 1.124268e-01 -2.271390e-01 -0.4112861111 1.825962e-02
## [914,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [915,] -6.842348e-01 -4.813388e-01 -0.4466446025 1.504736e-02
## [916,] 1.566858e-01 -2.130167e-01 -0.4093217504 1.843808e-02
## [917,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [918,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [919,] -3.781537e-01 -3.329397e-01 -0.4183379486 1.728124e-02
## [920,] -6.197122e-01 -4.353837e-01 -0.4364199968 1.580738e-02
## [921,] 4.627669e-01 -6.461762e-02 -0.3810150965 2.067196e-02
## [922,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [923,] -4.434547e-02 -2.517949e-01 -0.4108833086 1.812735e-02
## [924,] -9.233616e-02 -2.163735e-01 -0.3982915397 1.893356e-02
## [925,] 1.086951e-01 -1.775953e-01 -0.3967299816 1.924429e-02
## [926,] -3.541583e-01 -3.506504e-01 -0.4246338330 1.687814e-02
## [927,] 3.097264e-01 -1.388172e-01 -0.3951684235 1.955502e-02
## [928,] 2.017715e-02 -2.058398e-01 -0.4006587029 1.888737e-02
## [929,] -6.639712e-01 -4.495059e-01 -0.4383843574 1.562892e-02
## [930,] -4.426763e-01 -3.788948e-01 -0.4285625543 1.652122e-02
## [931,] 3.539854e-01 -1.246950e-01 -0.3932040629 1.973348e-02
## [932,] -7.524891e-01 -4.777503e-01 -0.4423130787 1.527200e-02
## [933,] -6.639712e-01 -4.495059e-01 -0.4383843574 1.562892e-02
## [934,] -4.869353e-01 -3.930170e-01 -0.4305269149 1.634276e-02
## [935,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [936,] 3.539854e-01 -1.246950e-01 -0.3932040629 1.973348e-02
## [937,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [938,] 8.843147e-02 -2.094283e-01 -0.4049902267 1.866272e-02
## [939,] -7.322255e-01 -4.459174e-01 -0.4340528336 1.585357e-02
## [940,] -5.311942e-01 -4.071393e-01 -0.4324912755 1.616430e-02
## [941,] 2.452038e-01 -1.847723e-01 -0.4053930292 1.879500e-02
## [942,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [943,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [944,] 3.982443e-01 -1.105728e-01 -0.3912397022 1.991194e-02
## [945,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [946,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [947,] 3.337217e-01 -1.565279e-01 -0.4014643079 1.915191e-02
## [948,] -4.704034e-01 -3.116405e-01 -0.4077105403 1.790899e-02
## [949,] 2.654674e-01 -1.529394e-01 -0.3971327841 1.937656e-02
## [950,] -3.818854e-01 -2.833961e-01 -0.4037818191 1.826591e-02
## [951,] -1.088681e-01 -2.977500e-01 -0.4211079142 1.736733e-02
## [952,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [953,] -1.088681e-01 -2.977500e-01 -0.4211079142 1.736733e-02
## [954,] 1.124268e-01 -2.271390e-01 -0.4112861111 1.825962e-02
## [955,] -4.426763e-01 -3.788948e-01 -0.4285625543 1.652122e-02
## [956,] -7.524891e-01 -4.777503e-01 -0.4423130787 1.527200e-02
## [957,] 4.417249e-02 -2.235505e-01 -0.4069545873 1.848427e-02
## [958,] -1.328634e-01 -2.800393e-01 -0.4148120298 1.777043e-02
## [959,] -3.541583e-01 -3.506504e-01 -0.4246338330 1.687814e-02
## [960,] -8.860445e-02 -2.659171e-01 -0.4128476692 1.794889e-02
## [961,] -7.524891e-01 -4.777503e-01 -0.4423130787 1.527200e-02
## [962,] 4.185080e-01 -7.873983e-02 -0.3829794572 2.049350e-02
## [963,] -1.365951e-01 -2.304957e-01 -0.4002559003 1.875510e-02
## [964,] -8.648624e-05 -2.376727e-01 -0.4089189479 1.830581e-02
## [965,] -5.514579e-01 -4.389722e-01 -0.4407515206 1.558274e-02
## [966,] 4.417249e-02 -2.235505e-01 -0.4069545873 1.848427e-02
## [967,] -8.860445e-02 -2.659171e-01 -0.4128476692 1.794889e-02
## [968,] -5.514579e-01 -4.389722e-01 -0.4407515206 1.558274e-02
## [969,] -4.666716e-01 -3.611841e-01 -0.4222666698 1.692432e-02
## [970,] -4.629399e-01 -4.107278e-01 -0.4368227993 1.593965e-02
## [971,] 4.222397e-01 -1.282835e-01 -0.3975355866 1.950883e-02
## [972,] -5.754532e-01 -4.212615e-01 -0.4344556362 1.598584e-02
## [973,] -4.629399e-01 -4.107278e-01 -0.4368227993 1.593965e-02
## [974,] -2.859040e-01 -3.542389e-01 -0.4289653568 1.665349e-02
## [975,] 5.107576e-01 -1.000390e-01 -0.3936068654 1.986575e-02
## [976,] -1.088681e-01 -2.977500e-01 -0.4211079142 1.736733e-02
## [977,] -8.648624e-05 -2.376727e-01 -0.4089189479 1.830581e-02
## [978,] -5.071989e-01 -4.248500e-01 -0.4387871599 1.576119e-02
## [979,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [980,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [981,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [982,] 5.107576e-01 -1.000390e-01 -0.3936068654 1.986575e-02
## [983,] -1.568588e-01 -2.623286e-01 -0.4085161454 1.817353e-02
## [984,] 8.843147e-02 -2.094283e-01 -0.4049902267 1.866272e-02
## [985,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [986,] 1.124268e-01 -2.271390e-01 -0.4112861111 1.825962e-02
## [987,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [988,] 2.212084e-01 -1.670616e-01 -0.3990971448 1.919810e-02
## [989,] -3.984173e-01 -3.647726e-01 -0.4265981936 1.669968e-02
## [990,] 4.664987e-01 -1.141612e-01 -0.3955712260 1.968729e-02
## [991,] -4.434547e-02 -2.517949e-01 -0.4108833086 1.812735e-02
## [992,] -3.098993e-01 -3.365282e-01 -0.4226694724 1.705659e-02
## [993,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [994,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [995,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [996,] -5.071989e-01 -4.248500e-01 -0.4387871599 1.576119e-02
## [997,] -1.088681e-01 -2.977500e-01 -0.4211079142 1.736733e-02
## [998,] 6.877936e-01 -4.355017e-02 -0.3857494228 2.057959e-02
## [999,] 5.992756e-01 -7.179460e-02 -0.3896781441 2.022267e-02
## [1000,] -8.207435e-01 -4.741618e-01 -0.4379815549 1.549665e-02
## [1001,] -5.311942e-01 -4.071393e-01 -0.4324912755 1.616430e-02
## [1002,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [1003,] -4.666716e-01 -3.611841e-01 -0.4222666698 1.692432e-02
## [1004,] -6.639712e-01 -4.495059e-01 -0.4383843574 1.562892e-02
## [1005,] 1.566858e-01 -2.130167e-01 -0.4093217504 1.843808e-02
## [1006,] 4.867623e-01 -8.232832e-02 -0.3873109810 2.026885e-02
## [1007,] -2.011178e-01 -2.764508e-01 -0.4104805060 1.799508e-02
## [1008,] -4.434547e-02 -2.517949e-01 -0.4108833086 1.812735e-02
## [1009,] -3.301630e-01 -3.683611e-01 -0.4309297174 1.647503e-02
## [1010,] -4.261444e-01 -2.975183e-01 -0.4057461797 1.808745e-02
## [1011,] 3.337217e-01 -1.565279e-01 -0.4014643079 1.915191e-02
## [1012,] -6.842348e-01 -4.813388e-01 -0.4466446025 1.504736e-02
## [1013,] -1.605905e-01 -2.127850e-01 -0.3939600159 1.915820e-02
## [1014,] 3.337217e-01 -1.565279e-01 -0.4014643079 1.915191e-02
## [1015,] -6.916983e-01 -3.822516e-01 -0.4175323435 1.701670e-02
## [1016,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [1017,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [1018,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [1019,] -6.197122e-01 -4.353837e-01 -0.4364199968 1.580738e-02
## [1020,] 8.843147e-02 -2.094283e-01 -0.4049902267 1.866272e-02
## [1021,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [1022,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [1023,] -2.453767e-01 -2.905731e-01 -0.4124448667 1.781662e-02
## [1024,] -3.781537e-01 -3.329397e-01 -0.4183379486 1.728124e-02
## [1025,] 6.443613e-02 -1.917176e-01 -0.3986943422 1.906583e-02
## [1026,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [1027,] -5.109306e-01 -3.753063e-01 -0.4242310305 1.674586e-02
## [1028,] -6.197122e-01 -4.353837e-01 -0.4364199968 1.580738e-02
## [1029,] 5.310213e-01 -6.820611e-02 -0.3853466203 2.044731e-02
## [1030,] 1.326905e-01 -1.953060e-01 -0.4030258660 1.884118e-02
## [1031,] -6.197122e-01 -4.353837e-01 -0.4364199968 1.580738e-02
## [1032,] -7.082302e-01 -4.636281e-01 -0.4403487181 1.545046e-02
## [1033,] -6.842348e-01 -4.813388e-01 -0.4466446025 1.504736e-02
## [1034,] -1.531271e-01 -3.118722e-01 -0.4230722749 1.718887e-02
## [1035,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [1036,] -5.957169e-01 -4.530944e-01 -0.4427158812 1.540428e-02
## [1037,] -5.957169e-01 -4.530944e-01 -0.4427158812 1.540428e-02
## [1038,] -7.967481e-01 -4.918726e-01 -0.4442774393 1.509355e-02
## [1039,] 5.310213e-01 -6.820611e-02 -0.3853466203 2.044731e-02
## [1040,] -4.943987e-01 -2.939298e-01 -0.4014146559 1.831209e-02
## [1041,] -8.244752e-01 -4.246182e-01 -0.4234254254 1.648132e-02
## [1042,] 4.867623e-01 -8.232832e-02 -0.3873109810 2.026885e-02
## [1043,] -4.869353e-01 -3.930170e-01 -0.4305269149 1.634276e-02
## [1044,] -8.964612e-01 -3.714861e-01 -0.4045377721 1.769063e-02
## [1045,] -1.771224e-01 -2.941615e-01 -0.4167763905 1.759197e-02
## [1046,] -1.771224e-01 -2.941615e-01 -0.4167763905 1.759197e-02
## [1047,] -2.288448e-01 -2.091965e-01 -0.3896284921 1.938285e-02
## [1048,] -2.408184e-02 -2.199620e-01 -0.4026230635 1.870891e-02
## [1049,] -7.599526e-01 -3.786631e-01 -0.4132008197 1.724134e-02
## [1050,] 4.417249e-02 -2.235505e-01 -0.4069545873 1.848427e-02
## [1051,] -6.437076e-01 -4.176730e-01 -0.4301241124 1.621049e-02
## [1052,] -8.860445e-02 -2.659171e-01 -0.4128476692 1.794889e-02
## [1053,] 4.044078e-02 -1.740068e-01 -0.3923984578 1.946893e-02
## [1054,] 1.086951e-01 -1.775953e-01 -0.3967299816 1.924429e-02
## [1055,] 1.326905e-01 -1.953060e-01 -0.4030258660 1.884118e-02
## [1056,] -4.869353e-01 -3.930170e-01 -0.4305269149 1.634276e-02
## [1057,] -2.011178e-01 -2.764508e-01 -0.4104805060 1.799508e-02
## [1058,] -3.984173e-01 -3.647726e-01 -0.4265981936 1.669968e-02
## [1059,] -6.834082e-02 -2.340842e-01 -0.4045874241 1.853045e-02
## [1060,] -2.453767e-01 -2.905731e-01 -0.4124448667 1.781662e-02
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## [1103,] -6.474393e-01 -3.681294e-01 -0.4155679829 1.719515e-02
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## [1114,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [1115,] 2.702305e-01 1.853857e+00 0.2470595269 2.497240e-02
## [1116,] 5.310213e-01 -6.820611e-02 -0.3853466203 2.044731e-02
## [1117,] -8.650025e-01 -4.882841e-01 -0.4399459155 1.531819e-02
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## [1123,] -6.639712e-01 -4.495059e-01 -0.4383843574 1.562892e-02
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## [1130,] -1.568588e-01 -2.623286e-01 -0.4085161454 1.817353e-02
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## [1137,] -6.639712e-01 -4.495059e-01 -0.4383843574 1.562892e-02
## [1138,] -8.244752e-01 -4.246182e-01 -0.4234254254 1.648132e-02
## [1139,] -7.967481e-01 -4.918726e-01 -0.4442774393 1.509355e-02
## [1140,] 2.174767e-01 -1.175180e-01 -0.3845410153 2.018277e-02
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## [1142,] -1.568588e-01 -2.623286e-01 -0.4085161454 1.817353e-02
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## [1144,] -2.896357e-01 -3.046953e-01 -0.4144092273 1.763816e-02
## [1145,] -8.860445e-02 -2.659171e-01 -0.4128476692 1.794889e-02
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## [1149,] -4.434889e-02 -2.517784e-01 -0.4110170902 1.816363e-02
## [1150,] 1.252236e-01 -9.620225e-02 -0.3740473887 2.084680e-02
## [1151,] 1.769460e-01 -1.811673e-01 -0.4011952870 1.905593e-02
## [1152,] -2.213848e-01 -3.082672e-01 -0.4188745327 1.744980e-02
## [1153,] -5.754566e-01 -4.212449e-01 -0.4345894178 1.602213e-02
## [1154,] -8.990590e-05 -2.376561e-01 -0.4090527295 1.834209e-02
## [1155,] -8.207469e-01 -4.741453e-01 -0.4381153365 1.553294e-02
## [1156,] -7.967515e-01 -4.918560e-01 -0.4444112209 1.512983e-02
## [1157,] 5.310179e-01 -6.818956e-02 -0.3854804019 2.048360e-02
## [1158,] -2.035354e-02 -2.694891e-01 -0.4173129746 1.776053e-02
## [1159,] -6.474427e-01 -3.681128e-01 -0.4157017645 1.723144e-02
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## [1164,] -2.035354e-02 -2.694891e-01 -0.4173129746 1.776053e-02
## [1165,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
## [1166,] 3.779773e-01 -1.423891e-01 -0.3996337289 1.936666e-02
## [1167,] 7.665925e-02 1.716008e+00 0.2162519282 2.272861e-02
## [1168,] 4.222363e-01 -1.282669e-01 -0.3976693683 1.954512e-02
## [1169,] -1.088715e-01 -2.977335e-01 -0.4212416959 1.740361e-02
## [1170,] 2.009414e-01 -1.988780e-01 -0.4074911714 1.865282e-02
## [1171,] -1.531305e-01 -3.118557e-01 -0.4232060565 1.722515e-02
## [1172,] -1.531305e-01 -3.118557e-01 -0.4232060565 1.722515e-02
## [1173,] 4.222363e-01 -1.282669e-01 -0.3976693683 1.954512e-02
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## [1175,] -1.973895e-01 -3.259779e-01 -0.4251704171 1.704669e-02
## [1176,] -3.744254e-01 -3.824668e-01 -0.4330278597 1.633286e-02
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## [1178,] -2.416484e-01 -3.401001e-01 -0.4271347778 1.686823e-02
## [1179,] -1.088715e-01 -2.977335e-01 -0.4212416959 1.740361e-02
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## [1182,] 2.390544e-02 -2.553668e-01 -0.4153486140 1.793899e-02
## [1183,] 3.337183e-01 -1.565113e-01 -0.4015980895 1.918820e-02
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## [1186,] -1.531305e-01 -3.118557e-01 -0.4232060565 1.722515e-02
## [1187,] -2.416484e-01 -3.401001e-01 -0.4271347778 1.686823e-02
## [1188,] 2.009414e-01 -1.988780e-01 -0.4074911714 1.865282e-02
## [1189,] -5.072023e-01 -4.248334e-01 -0.4389209416 1.579748e-02
## [1190,] 2.866855e-02 1.751430e+00 0.2288436971 2.353482e-02
## [1191,] 2.452003e-01 -1.847558e-01 -0.4055268108 1.883128e-02
## [1192,] 1.566824e-01 -2.130002e-01 -0.4094555321 1.847436e-02
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## [1194,] -2.416484e-01 -3.401001e-01 -0.4271347778 1.686823e-02
## [1195,] -6.842382e-01 -4.813223e-01 -0.4467783841 1.508364e-02
## [1196,] 3.337183e-01 -1.565113e-01 -0.4015980895 1.918820e-02
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## [1198,] -2.416484e-01 -3.401001e-01 -0.4271347778 1.686823e-02
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## [1208,] -3.744254e-01 -3.824668e-01 -0.4330278597 1.633286e-02
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## [1224,] -5.957203e-01 -4.530778e-01 -0.4428496628 1.544056e-02
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## [1230,] -3.744254e-01 -3.824668e-01 -0.4330278597 1.633286e-02
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## [1235,] 5.107542e-01 -1.000225e-01 -0.3937406470 1.990204e-02
## [1236,] -1.088715e-01 -2.977335e-01 -0.4212416959 1.740361e-02
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## [1238,] -1.088715e-01 -2.977335e-01 -0.4212416959 1.740361e-02
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## [1250,] -2.035354e-02 -2.694891e-01 -0.4173129746 1.776053e-02
## [1251,] -5.072023e-01 -4.248334e-01 -0.4389209416 1.579748e-02
## [1252,] -2.035354e-02 -2.694891e-01 -0.4173129746 1.776053e-02
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## [1255,] -5.072023e-01 -4.248334e-01 -0.4389209416 1.579748e-02
## [1256,] -2.035354e-02 -2.694891e-01 -0.4173129746 1.776053e-02
## [1257,] 8.404922e-03 1.719597e+00 0.2205834520 2.295326e-02
## [1258,] -3.744254e-01 -3.824668e-01 -0.4330278597 1.633286e-02
## [1259,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
## [1260,] -2.035354e-02 -2.694891e-01 -0.4173129746 1.776053e-02
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## [1285,] -6.842382e-01 -4.813223e-01 -0.4467783841 1.508364e-02
## [1286,] -7.284972e-01 -4.954445e-01 -0.4487427447 1.490518e-02
## [1287,] -3.744254e-01 -3.824668e-01 -0.4330278597 1.633286e-02
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## [1291,] -6.842382e-01 -4.813223e-01 -0.4467783841 1.508364e-02
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## [1293,] -2.859074e-01 -3.542223e-01 -0.4290991384 1.668977e-02
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## [1297,] -3.744254e-01 -3.824668e-01 -0.4330278597 1.633286e-02
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## [1300,] -6.461252e-02 -2.836113e-01 -0.4192773352 1.758207e-02
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## [1303,] -2.416484e-01 -3.401001e-01 -0.4271347778 1.686823e-02
## [1304,] -7.082336e-01 -4.636116e-01 -0.4404824997 1.548675e-02
## [1305,] -5.514613e-01 -4.389556e-01 -0.4408853022 1.561902e-02
## [1306,] -1.973895e-01 -3.259779e-01 -0.4251704171 1.704669e-02
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## [1314,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
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## [1319,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
## [1320,] 6.077670e-01 1.885475e+00 0.2398242558 2.487012e-02
## [1321,] -3.984207e-01 -3.647561e-01 -0.4267319752 1.673596e-02
## [1322,] -3.744254e-01 -3.824668e-01 -0.4330278597 1.633286e-02
## [1323,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
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## [1325,] -3.578935e-01 -3.010902e-01 -0.4102114851 1.789909e-02
## [1326,] -1.328668e-01 -2.800228e-01 -0.4149458114 1.780671e-02
## [1327,] -4.224161e-01 -3.470454e-01 -0.4204360908 1.713907e-02
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## [1330,] 3.337183e-01 -1.565113e-01 -0.4015980895 1.918820e-02
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## [1332,] -5.514613e-01 -4.389556e-01 -0.4408853022 1.561902e-02
## [1333,] -3.099028e-01 -3.365116e-01 -0.4228032540 1.709288e-02
## [1334,] -2.035354e-02 -2.694891e-01 -0.4173129746 1.776053e-02
## [1335,] -5.957203e-01 -4.530778e-01 -0.4428496628 1.544056e-02
## [1336,] -2.859074e-01 -3.542223e-01 -0.4290991384 1.668977e-02
## [1337,] -2.896391e-01 -3.046787e-01 -0.4145430089 1.767444e-02
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## [1339,] -3.984207e-01 -3.647561e-01 -0.4267319752 1.673596e-02
## [1340,] -2.859074e-01 -3.542223e-01 -0.4290991384 1.668977e-02
## [1341,] -4.426797e-01 -3.788783e-01 -0.4286963359 1.655750e-02
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## [1343,] -2.453802e-01 -2.905565e-01 -0.4125786483 1.785290e-02
## [1344,] -6.842382e-01 -4.813223e-01 -0.4467783841 1.508364e-02
## [1345,] -5.957203e-01 -4.530778e-01 -0.4428496628 1.544056e-02
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## [1348,] -2.416484e-01 -3.401001e-01 -0.4271347778 1.686823e-02
## [1349,] 4.307311e-01 1.828986e+00 0.2319668133 2.415628e-02
## [1350,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
## [1351,] 2.894593e-01 -1.706336e-01 -0.4035624502 1.900974e-02
## [1352,] 4.664952e-01 -1.141447e-01 -0.3957050076 1.972358e-02
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## [1354,] -1.038310e+00 -5.943000e-01 -0.4624932692 1.365597e-02
## [1355,] -8.612742e-01 -5.378111e-01 -0.4546358266 1.436981e-02
## [1356,] -6.842382e-01 -4.813223e-01 -0.4467783841 1.508364e-02
## [1357,] 5.107542e-01 -1.000225e-01 -0.3937406470 1.990204e-02
## [1358,] -8.170152e-01 -5.236889e-01 -0.4526714660 1.454827e-02
## [1359,] -1.088715e-01 -2.977335e-01 -0.4212416959 1.740361e-02
## [1360,] -4.224161e-01 -3.470454e-01 -0.4204360908 1.713907e-02
## [1361,] -7.284972e-01 -4.954445e-01 -0.4487427447 1.490518e-02
## [1362,] -7.284972e-01 -4.954445e-01 -0.4487427447 1.490518e-02
## [1363,] -4.186844e-01 -3.965890e-01 -0.4349922203 1.615440e-02
## [1364,] -8.170152e-01 -5.236889e-01 -0.4526714660 1.454827e-02
## [1365,] 8.842805e-02 -2.094117e-01 -0.4051240083 1.869901e-02
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## [1380,] -2.408525e-02 -2.199454e-01 -0.4027568451 1.874520e-02
## [1381,] -4.666751e-01 -3.611676e-01 -0.4224004514 1.696061e-02
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## [1384,] -4.869387e-01 -3.930005e-01 -0.4306606965 1.637904e-02
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## [1399,] -6.461252e-02 -2.836113e-01 -0.4192773352 1.758207e-02
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## [1402,] -4.426797e-01 -3.788783e-01 -0.4286963359 1.655750e-02
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## [1444,] -4.869387e-01 -3.930005e-01 -0.4306606965 1.637904e-02
## [1445,] -5.227028e-01 1.550130e+00 0.1970111244 2.081175e-02
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## [1461,] -7.967515e-01 -4.918560e-01 -0.4444112209 1.512983e-02
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## [1673,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
## [1674,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
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## [1676,] 7.320491e-01 -2.941140e-02 -0.3839188438 2.079433e-02
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## [1678,] -7.284972e-01 -4.954445e-01 -0.4487427447 1.490518e-02
## [1679,] -3.099028e-01 -3.365116e-01 -0.4228032540 1.709288e-02
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## [1681,] -7.119653e-01 -4.140680e-01 -0.4259263702 1.647142e-02
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## [1683,] -3.099028e-01 -3.365116e-01 -0.4228032540 1.709288e-02
## [1684,] -5.994520e-01 -4.035342e-01 -0.4282935333 1.642523e-02
## [1685,] -4.869387e-01 -3.930005e-01 -0.4306606965 1.637904e-02
## [1686,] 6.435312e-01 -5.765583e-02 -0.3878475651 2.043741e-02
## [1687,] -6.399793e-01 -4.672001e-01 -0.4448140235 1.526210e-02
## [1688,] -6.197156e-01 -4.353671e-01 -0.4365537784 1.584367e-02
## [1689,] -3.744254e-01 -3.824668e-01 -0.4330278597 1.633286e-02
## [1690,] -7.727562e-01 -5.095667e-01 -0.4507071054 1.472673e-02
## [1691,] -5.514613e-01 -4.389556e-01 -0.4408853022 1.561902e-02
## [1692,] -4.341849e-01 1.578375e+00 0.2009398457 2.116867e-02
## [1693,] -4.224161e-01 -3.470454e-01 -0.4204360908 1.713907e-02
## [1694,] 2.452003e-01 -1.847558e-01 -0.4055268108 1.883128e-02
## [1695,] -5.514613e-01 -4.389556e-01 -0.4408853022 1.561902e-02
## [1696,] -5.514613e-01 -4.389556e-01 -0.4408853022 1.561902e-02
## [1697,] 2.452003e-01 -1.847558e-01 -0.4055268108 1.883128e-02
## [1698,] 2.452003e-01 -1.847558e-01 -0.4055268108 1.883128e-02
## [1699,] -6.639746e-01 -4.494894e-01 -0.4385181390 1.566521e-02
## [1700,] -4.426797e-01 -3.788783e-01 -0.4286963359 1.655750e-02
## [1701,] 3.779773e-01 -1.423891e-01 -0.3996337289 1.936666e-02
## [1702,] -2.859074e-01 -3.542223e-01 -0.4290991384 1.668977e-02
## [1703,] -1.531305e-01 -3.118557e-01 -0.4232060565 1.722515e-02
## [1704,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
## [1705,] -5.311977e-01 -4.071227e-01 -0.4326250571 1.620058e-02
## [1706,] -1.973895e-01 -3.259779e-01 -0.4251704171 1.704669e-02
## [1707,] -1.973895e-01 -3.259779e-01 -0.4251704171 1.704669e-02
## [1708,] 6.435312e-01 -5.765583e-02 -0.3878475651 2.043741e-02
## [1709,] 5.550132e-01 -8.590026e-02 -0.3917762864 2.008049e-02
## [1710,] -7.524926e-01 -4.777338e-01 -0.4424468603 1.530829e-02
## [1711,] -3.099028e-01 -3.365116e-01 -0.4228032540 1.709288e-02
## [1712,] -6.639746e-01 -4.494894e-01 -0.4385181390 1.566521e-02
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## [1714,] -1.973895e-01 -3.259779e-01 -0.4251704171 1.704669e-02
## [1715,] 2.452003e-01 -1.847558e-01 -0.4055268108 1.883128e-02
## [1716,] -4.434889e-02 -2.517784e-01 -0.4110170902 1.816363e-02
## [1717,] -5.072023e-01 -4.248334e-01 -0.4389209416 1.579748e-02
## [1718,] -6.714380e-01 -3.504021e-01 -0.4094058801 1.763454e-02
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## [1721,] -6.842382e-01 -4.813223e-01 -0.4467783841 1.508364e-02
## [1722,] 3.337183e-01 -1.565113e-01 -0.4015980895 1.918820e-02
## [1723,] 2.894593e-01 -1.706336e-01 -0.4035624502 1.900974e-02
## [1724,] -4.869387e-01 -3.930005e-01 -0.4306606965 1.637904e-02
## [1725,] -8.612742e-01 -5.378111e-01 -0.4546358266 1.436981e-02
## [1726,] 4.749901e-01 1.843108e+00 0.2339311739 2.433474e-02
## [1727,] 6.877901e-01 -4.353362e-02 -0.3858832045 2.061587e-02
## [1728,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
## [1729,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
## [1730,] -8.612742e-01 -5.378111e-01 -0.4546358266 1.436981e-02
## [1731,] -5.957203e-01 -4.530778e-01 -0.4428496628 1.544056e-02
## [1732,] 2.017373e-02 -2.058232e-01 -0.4007924845 1.892366e-02
## [1733,] -3.541617e-01 -3.506339e-01 -0.4247676146 1.691442e-02
## [1734,] -5.311977e-01 -4.071227e-01 -0.4326250571 1.620058e-02
## [1735,] -9.295285e-01 -5.342226e-01 -0.4503043028 1.459445e-02
## [1736,] -4.869387e-01 -3.930005e-01 -0.4306606965 1.637904e-02
## [1737,] -1.328668e-01 -2.800228e-01 -0.4149458114 1.780671e-02
## [1738,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
## [1739,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
## [1740,] -5.109340e-01 -3.752898e-01 -0.4243648121 1.678215e-02
## [1741,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
## [1742,] -6.197156e-01 -4.353671e-01 -0.4365537784 1.584367e-02
## [1743,] -9.129966e-01 -4.528461e-01 -0.4274879283 1.616069e-02
## [1744,] -2.896391e-01 -3.046787e-01 -0.4145430089 1.767444e-02
## [1745,] -3.984207e-01 -3.647561e-01 -0.4267319752 1.673596e-02
## [1746,] -4.869387e-01 -3.930005e-01 -0.4306606965 1.637904e-02
## [1747,] 2.894593e-01 -1.706336e-01 -0.4035624502 1.900974e-02
## [1748,] 8.842805e-02 -2.094117e-01 -0.4051240083 1.869901e-02
## [1749,] 2.894593e-01 -1.706336e-01 -0.4035624502 1.900974e-02
## [1750,] -1.973895e-01 -3.259779e-01 -0.4251704171 1.704669e-02
## [1751,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
## [1752,] -7.524926e-01 -4.777338e-01 -0.4424468603 1.530829e-02
## [1753,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
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## [1756,] -8.410105e-01 -5.059782e-01 -0.4463755816 1.495137e-02
## [1757,] -1.771258e-01 -2.941450e-01 -0.4169101721 1.762826e-02
## [1758,] -8.860787e-02 -2.659006e-01 -0.4129814508 1.798517e-02
## [1759,] -2.859074e-01 -3.542223e-01 -0.4290991384 1.668977e-02
## [1760,] -8.612742e-01 -5.378111e-01 -0.4546358266 1.436981e-02
## [1761,] -5.957203e-01 -4.530778e-01 -0.4428496628 1.544056e-02
## [1762,] 4.222363e-01 -1.282669e-01 -0.3976693683 1.954512e-02
## [1763,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
## [1764,] -7.200024e-01 1.461809e+00 0.1808934368 1.951635e-02
## [1765,] 2.452003e-01 -1.847558e-01 -0.4055268108 1.883128e-02
## [1766,] -1.088715e-01 -2.977335e-01 -0.4212416959 1.740361e-02
## [1767,] -2.656438e-01 -3.223894e-01 -0.4208388933 1.727134e-02
## [1768,] -1.531305e-01 -3.118557e-01 -0.4232060565 1.722515e-02
## [1769,] 2.452003e-01 -1.847558e-01 -0.4055268108 1.883128e-02
## [1770,] -9.295285e-01 -5.342226e-01 -0.4503043028 1.459445e-02
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## [1774,] -3.099028e-01 -3.365116e-01 -0.4228032540 1.709288e-02
## [1775,] -5.311977e-01 -4.071227e-01 -0.4326250571 1.620058e-02
## [1776,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
## [1777,] 6.195358e-01 -3.994513e-02 -0.3815516807 2.084052e-02
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## [1779,] -1.531305e-01 -3.118557e-01 -0.4232060565 1.722515e-02
## [1780,] 5.550132e-01 -8.590026e-02 -0.3917762864 2.008049e-02
## [1781,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
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## [1783,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
## [1784,] -3.301664e-01 -3.683446e-01 -0.4310634990 1.651132e-02
## [1785,] 1.566824e-01 -2.130002e-01 -0.4094555321 1.847436e-02
## [1786,] 1.566824e-01 -2.130002e-01 -0.4094555321 1.847436e-02
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## [1790,] -3.099028e-01 -3.365116e-01 -0.4228032540 1.709288e-02
## [1791,] 5.310179e-01 -6.818956e-02 -0.3854804019 2.048360e-02
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## [1793,] -4.186844e-01 -3.965890e-01 -0.4349922203 1.615440e-02
## [1794,] -2.035354e-02 -2.694891e-01 -0.4173129746 1.776053e-02
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## [1802,] 3.337183e-01 -1.565113e-01 -0.4015980895 1.918820e-02
## [1803,] 6.816442e-02 -2.412446e-01 -0.4133842533 1.811745e-02
## [1804,] -5.072023e-01 -4.248334e-01 -0.4389209416 1.579748e-02
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## [1810,] 8.404922e-03 1.719597e+00 0.2205834520 2.295326e-02
## [1811,] -5.311977e-01 -4.071227e-01 -0.4326250571 1.620058e-02
## [1812,] -8.860787e-02 -2.659006e-01 -0.4129814508 1.798517e-02
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## [1814,] -3.099028e-01 -3.365116e-01 -0.4228032540 1.709288e-02
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## [1820,] 5.266390e-02 1.733719e+00 0.2225478126 2.313172e-02
## [1821,] -3.338981e-01 -3.188009e-01 -0.4165073695 1.749598e-02
## [1822,] -1.066037e+00 -5.270457e-01 -0.4416412552 1.504375e-02
## [1823,] -5.072023e-01 -4.248334e-01 -0.4389209416 1.579748e-02
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## [1825,] -6.399793e-01 -4.672001e-01 -0.4448140235 1.526210e-02
## [1826,] 3.097230e-01 -1.388006e-01 -0.3953022051 1.959130e-02
## [1827,] -5.957203e-01 -4.530778e-01 -0.4428496628 1.544056e-02
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## [1829,] -5.072023e-01 -4.248334e-01 -0.4389209416 1.579748e-02
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## [1831,] -1.973895e-01 -3.259779e-01 -0.4251704171 1.704669e-02
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## [1862,] -6.639746e-01 -4.494894e-01 -0.4385181390 1.566521e-02
## [1863,] -1.973895e-01 -3.259779e-01 -0.4251704171 1.704669e-02
## [1864,] -2.416484e-01 -3.401001e-01 -0.4271347778 1.686823e-02
## [1865,] 5.550132e-01 -8.590026e-02 -0.3917762864 2.008049e-02
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## [1868,] -6.437110e-01 -4.176564e-01 -0.4302578940 1.624677e-02
## [1869,] -7.967515e-01 -4.918560e-01 -0.4444112209 1.512983e-02
## [1870,] -1.093764e+00 -4.597913e-01 -0.4207892413 1.643152e-02
## [1871,] -4.434889e-02 -2.517784e-01 -0.4110170902 1.816363e-02
## [1872,] 5.752768e-01 -5.406734e-02 -0.3835160413 2.066206e-02
## [1873,] 1.124234e-01 -2.271224e-01 -0.4114198927 1.829590e-02
## [1874,] -9.295285e-01 -5.342226e-01 -0.4503043028 1.459445e-02
## [1875,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
## [1876,] -7.284972e-01 -4.954445e-01 -0.4487427447 1.490518e-02
## [1877,] -4.629433e-01 -4.107112e-01 -0.4369565809 1.597594e-02
## [1878,] 4.424999e-01 -9.643399e-02 -0.3894091232 2.012668e-02
## [1879,] -9.295285e-01 -5.342226e-01 -0.4503043028 1.459445e-02
## [1880,] -7.082336e-01 -4.636116e-01 -0.4404824997 1.548675e-02
## [1881,] -5.791884e-01 -3.717013e-01 -0.4200332883 1.700679e-02
## [1882,] -3.984207e-01 -3.647561e-01 -0.4267319752 1.673596e-02
## [1883,] 3.059912e-01 -8.925701e-02 -0.3807460756 2.057597e-02
## [1884,] -7.967515e-01 -4.918560e-01 -0.4444112209 1.512983e-02
## [1885,] -1.771258e-01 -2.941450e-01 -0.4169101721 1.762826e-02
## [1886,] -5.551930e-01 -3.894120e-01 -0.4263291727 1.660369e-02
## [1887,] 2.654640e-01 -1.529228e-01 -0.3972665657 1.941285e-02
## [1888,] -5.754566e-01 -4.212449e-01 -0.4345894178 1.602213e-02
## [1889,] -5.754566e-01 -4.212449e-01 -0.4345894178 1.602213e-02
## [1890,] -8.650059e-01 -4.882675e-01 -0.4400796971 1.535448e-02
## [1891,] -8.687376e-01 -4.387239e-01 -0.4255235677 1.633914e-02
## [1892,] 1.769460e-01 -1.811673e-01 -0.4011952870 1.905593e-02
## [1893,] -3.541617e-01 -3.506339e-01 -0.4247676146 1.691442e-02
## [1894,] -8.004833e-01 -4.423124e-01 -0.4298550914 1.611450e-02
## [1895,] -1.771258e-01 -2.941450e-01 -0.4169101721 1.762826e-02
## [1896,] 4.043736e-02 -1.739903e-01 -0.3925322394 1.950522e-02
## [1897,] -7.967515e-01 -4.918560e-01 -0.4444112209 1.512983e-02
## [1898,] 4.424999e-01 -9.643399e-02 -0.3894091232 2.012668e-02
## [1899,] -4.869387e-01 -3.930005e-01 -0.4306606965 1.637904e-02
## [1900,] -5.754566e-01 -4.212449e-01 -0.4345894178 1.602213e-02
## [1901,] -5.072023e-01 -4.248334e-01 -0.4389209416 1.579748e-02
## [1902,] 1.769460e-01 -1.811673e-01 -0.4011952870 1.905593e-02
## [1903,] -8.650059e-01 -4.882675e-01 -0.4400796971 1.535448e-02
## [1904,] -7.082336e-01 -4.636116e-01 -0.4404824997 1.548675e-02
## [1905,] -1.126032e-01 -2.481899e-01 -0.4066855664 1.838828e-02
## [1906,] -8.852695e-01 -5.201004e-01 -0.4483399422 1.477291e-02
## [1907,] -7.562243e-01 -4.281902e-01 -0.4278907308 1.629296e-02
## [1908,] -5.626565e-01 -2.903248e-01 -0.3972169137 1.857303e-02
## [1909,] -5.754566e-01 -4.212449e-01 -0.4345894178 1.602213e-02
## [1910,] 1.769460e-01 -1.811673e-01 -0.4011952870 1.905593e-02
## [1911,] -6.639746e-01 -4.494894e-01 -0.4385181390 1.566521e-02
## [1912,] -1.365986e-01 -2.304792e-01 -0.4003896819 1.879138e-02
## [1913,] 4.867589e-01 -8.231177e-02 -0.3874447626 2.030514e-02
## [1914,] -4.434889e-02 -2.517784e-01 -0.4110170902 1.816363e-02
## [1915,] 1.769460e-01 -1.811673e-01 -0.4011952870 1.905593e-02
## [1916,] -8.860787e-02 -2.659006e-01 -0.4129814508 1.798517e-02
## [1917,] -8.860787e-02 -2.659006e-01 -0.4129814508 1.798517e-02
## [1918,] -6.197156e-01 -4.353671e-01 -0.4365537784 1.584367e-02
## [1919,] -5.109340e-01 -3.752898e-01 -0.4243648121 1.678215e-02
## [1920,] -5.311977e-01 -4.071227e-01 -0.4326250571 1.620058e-02
## [1921,] -8.410105e-01 -5.059782e-01 -0.4463755816 1.495137e-02
## [1922,] -3.781571e-01 -3.329232e-01 -0.4184717302 1.731752e-02
## [1923,] -4.224161e-01 -3.470454e-01 -0.4204360908 1.713907e-02
## [1924,] -7.524926e-01 -4.777338e-01 -0.4424468603 1.530829e-02
## [1925,] -8.687376e-01 -4.387239e-01 -0.4255235677 1.633914e-02
## [1926,] -8.170152e-01 -5.236889e-01 -0.4526714660 1.454827e-02
## [1927,] -8.650059e-01 -4.882675e-01 -0.4400796971 1.535448e-02
## [1928,] -2.011212e-01 -2.764343e-01 -0.4106142876 1.803136e-02
## [1929,] -5.754566e-01 -4.212449e-01 -0.4345894178 1.602213e-02
## [1930,] -5.754566e-01 -4.212449e-01 -0.4345894178 1.602213e-02
## [1931,] -3.781571e-01 -3.329232e-01 -0.4184717302 1.731752e-02
## [1932,] 3.502502e-01 -7.513480e-02 -0.3787817150 2.075443e-02
## [1933,] -3.541617e-01 -3.506339e-01 -0.4247676146 1.691442e-02
## [1934,] -4.464114e-01 -3.293347e-01 -0.4141402064 1.754217e-02
## [1935,] -5.754566e-01 -4.212449e-01 -0.4345894178 1.602213e-02
## [1936,] -5.551930e-01 -3.894120e-01 -0.4263291727 1.660369e-02
## [1937,] -2.408525e-02 -2.199454e-01 -0.4027568451 1.874520e-02
## [1938,] -8.860787e-02 -2.659006e-01 -0.4129814508 1.798517e-02
## [1939,] 6.443271e-02 -1.917010e-01 -0.3988281238 1.910211e-02
## [1940,] -4.869387e-01 -3.930005e-01 -0.4306606965 1.637904e-02
## [1941,] 1.086917e-01 -1.775788e-01 -0.3968637632 1.928057e-02
## [1942,] -1.423841e+00 -5.904798e-01 -0.4428000108 1.460074e-02
## [1943,] -6.197156e-01 -4.353671e-01 -0.4365537784 1.584367e-02
## [1944,] 4.424999e-01 -9.643399e-02 -0.3894091232 2.012668e-02
## [1945,] 1.769460e-01 -1.811673e-01 -0.4011952870 1.905593e-02
## [1946,] -9.167283e-01 -4.033025e-01 -0.4129317988 1.714535e-02
## [1947,] -9.295285e-01 -5.342226e-01 -0.4503043028 1.459445e-02
## [1948,] -9.092649e-01 -5.023897e-01 -0.4420440578 1.517602e-02
## [1949,] -2.213848e-01 -3.082672e-01 -0.4188745327 1.744980e-02
## [1950,] -5.311977e-01 -4.071227e-01 -0.4326250571 1.620058e-02
## [1951,] -1.066037e+00 -5.270457e-01 -0.4416412552 1.504375e-02
## [1952,] -6.639746e-01 -4.494894e-01 -0.4385181390 1.566521e-02
## [1953,] -4.224161e-01 -3.470454e-01 -0.4204360908 1.713907e-02
## [1954,] -9.977828e-01 -5.306342e-01 -0.4459727790 1.481910e-02
## [1955,] -5.109340e-01 -3.752898e-01 -0.4243648121 1.678215e-02
## [1956,] -8.170152e-01 -5.236889e-01 -0.4526714660 1.454827e-02
## [1957,] -9.129966e-01 -4.528461e-01 -0.4274879283 1.616069e-02
## [1958,] -4.906704e-01 -3.434569e-01 -0.4161045670 1.736371e-02
## [1959,] -3.984207e-01 -3.647561e-01 -0.4267319752 1.673596e-02
## [1960,] -3.376298e-01 -2.692573e-01 -0.4019512401 1.848065e-02
## [1961,] 8.469634e-02 -1.598681e-01 -0.3905678788 1.968368e-02
## [1962,] -8.447422e-01 -4.564346e-01 -0.4318194521 1.593604e-02
## [1963,] -3.578935e-01 -3.010902e-01 -0.4102114851 1.789909e-02
## [1964,] -4.666751e-01 -3.611676e-01 -0.4224004514 1.696061e-02
## [1965,] -9.977828e-01 -5.306342e-01 -0.4459727790 1.481910e-02
## [1966,] 1.529507e-01 -1.634566e-01 -0.3948994026 1.945903e-02
## [1967,] 3.539819e-01 -1.246784e-01 -0.3933378445 1.976976e-02
## [1968,] -3.413616e-01 -2.197137e-01 -0.3873951106 1.946532e-02
## [1969,] -8.522057e-01 -3.573474e-01 -0.4027071931 1.790538e-02
## [1970,] -2.213848e-01 -3.082672e-01 -0.4188745327 1.744980e-02
## [1971,] -9.977828e-01 -5.306342e-01 -0.4459727790 1.481910e-02
## [1972,] -5.791884e-01 -3.717013e-01 -0.4200332883 1.700679e-02
## [1973,] 3.539819e-01 -1.246784e-01 -0.3933378445 1.976976e-02
## [1974,] -3.338981e-01 -3.188009e-01 -0.4165073695 1.749598e-02
## [1975,] -1.110296e+00 -5.411679e-01 -0.4436056159 1.486529e-02
## [1976,] -2.453802e-01 -2.905565e-01 -0.4125786483 1.785290e-02
## [1977,] -1.021778e+00 -5.129235e-01 -0.4396768946 1.522220e-02
## [1978,] -5.994520e-01 -4.035342e-01 -0.4282935333 1.642523e-02
## [1979,] -1.568622e-01 -2.623121e-01 -0.4086499270 1.820982e-02
## [1980,] -3.781571e-01 -3.329232e-01 -0.4184717302 1.731752e-02
## [1981,] -1.186014e+00 -4.384922e-01 -0.4101618331 1.705927e-02
## [1982,] -7.207595e-02 -1.845240e-01 -0.3901650763 1.955141e-02
## [1983,] -5.551930e-01 -3.894120e-01 -0.4263291727 1.660369e-02
## [1984,] -3.781571e-01 -3.329232e-01 -0.4184717302 1.731752e-02
## [1985,] -1.328668e-01 -2.800228e-01 -0.4149458114 1.780671e-02
## [1986,] -6.677063e-01 -3.999457e-01 -0.4239620095 1.664988e-02
## [1987,] -4.426729e-01 -3.789114e-01 -0.4284287726 1.648493e-02
## [1988,] -5.829132e-01 -3.221908e-01 -0.4052095956 1.791889e-02
## [1989,] -3.136276e-01 -2.870011e-01 -0.4079795612 1.800498e-02
## [1990,] -3.173594e-01 -2.374575e-01 -0.3934234318 1.898965e-02
## [1991,] 2.174801e-01 -1.175345e-01 -0.3844072336 2.014648e-02
## [1992,] -4.224092e-01 -3.470785e-01 -0.4201685276 1.706650e-02
## [1993,] -1.202539e+00 -5.199018e-01 -0.4327106444 1.542047e-02
## [1994,] -2.213780e-01 -3.083003e-01 -0.4186069695 1.737723e-02
## [1995,] -2.933640e-01 -2.551682e-01 -0.3997193162 1.858654e-02
## [1996,] -5.791815e-01 -3.717344e-01 -0.4197657250 1.693422e-02
## [1997,] -7.802128e-01 -4.105126e-01 -0.4213272832 1.662349e-02
## [1998,] -8.306659e-05 -2.376892e-01 -0.4087851663 1.826952e-02
## [1999,] -2.933640e-01 -2.551682e-01 -0.3997193162 1.858654e-02
## [2000,] 4.417591e-02 -2.235670e-01 -0.4068208057 1.844798e-02
## [2001,] -5.146589e-01 -3.257793e-01 -0.4095411194 1.769425e-02
## [2002,] -4.021456e-01 -3.152455e-01 -0.4119082825 1.764806e-02
## [2003,] 3.790155e-01 1.913918e+00 0.2593822749 2.587459e-02
## [2004,] -5.754498e-01 -4.212780e-01 -0.4343218545 1.594956e-02
## [2005,] 8.843489e-02 -2.094448e-01 -0.4048564450 1.862644e-02
## [2006,] 3.097298e-01 -1.388337e-01 -0.3950346419 1.951873e-02
## [2007,] 3.742524e-01 -9.287860e-02 -0.3848100362 2.027876e-02
## [2008,] -5.311908e-01 -4.071558e-01 -0.4323574939 1.612801e-02
## [2009,] -3.413547e-01 -2.197468e-01 -0.3871275473 1.939275e-02
## [2010,] -4.224092e-01 -3.470785e-01 -0.4201685276 1.706650e-02
## [2011,] -4.943953e-01 -2.939464e-01 -0.4012808743 1.827581e-02
## [2012,] -6.234405e-01 -3.858566e-01 -0.4217300857 1.675576e-02
## [2013,] -4.261410e-01 -2.975348e-01 -0.4056123981 1.805116e-02
## [2014,] 8.843489e-02 -2.094448e-01 -0.4048564450 1.862644e-02
## [2015,] 3.502571e-01 -7.516790e-02 -0.3785141517 2.068186e-02
## [2016,] -8.860103e-02 -2.659337e-01 -0.4127138876 1.791260e-02
## [2017,] 1.769529e-01 -1.812004e-01 -0.4009277238 1.898336e-02
## [2018,] -8.244718e-01 -4.246348e-01 -0.4232916438 1.644503e-02
## [2019,] 3.097298e-01 -1.388337e-01 -0.3950346419 1.951873e-02
## [2020,] -3.338913e-01 -3.188340e-01 -0.4162398063 1.742341e-02
## [2021,] 3.982478e-01 -1.105893e-01 -0.3911059206 1.987565e-02
## [2022,] -7.802128e-01 -4.105126e-01 -0.4213272832 1.662349e-02
## [2023,] -6.234405e-01 -3.858566e-01 -0.4217300857 1.675576e-02
## [2024,] -1.005239e+00 -4.315800e-01 -0.4165929568 1.671587e-02
## [2025,] -2.693687e-01 -2.728789e-01 -0.4060152006 1.818344e-02
## [2026,] -4.869318e-01 -3.930336e-01 -0.4303931333 1.630647e-02
## [2027,] -7.322221e-01 -4.459340e-01 -0.4339190520 1.581728e-02
## [2028,] -3.578866e-01 -3.011233e-01 -0.4099439219 1.782652e-02
## [2029,] -6.676995e-01 -3.999788e-01 -0.4236944463 1.657731e-02
## [2030,] 1.732211e-01 -1.316568e-01 -0.3863715943 1.996803e-02
## [2031,] 1.732211e-01 -1.316568e-01 -0.3863715943 1.996803e-02
## [2032,] -2.085778e-01 -1.773801e-01 -0.3812344654 1.992813e-02
## [2033,] -3.098959e-01 -3.365447e-01 -0.4225356907 1.702031e-02
## [2034,] -2.656369e-01 -3.224225e-01 -0.4205713301 1.719877e-02
## [2035,] 1.326939e-01 -1.953226e-01 -0.4028920844 1.880490e-02
## [2036,] -4.434205e-02 -2.518115e-01 -0.4107495269 1.809106e-02
## [2037,] -6.197088e-01 -4.354002e-01 -0.4362862152 1.577110e-02
## [2038,] 4.867657e-01 -8.234487e-02 -0.3871771993 2.023257e-02
## [2039,] -4.464046e-01 -3.293678e-01 -0.4138726431 1.746960e-02
## [2040,] -8.325089e-01 1.451242e+00 0.1835281632 1.948997e-02
## [2041,] 2.452072e-01 -1.847889e-01 -0.4052592476 1.875871e-02
## [2042,] 2.452072e-01 -1.847889e-01 -0.4052592476 1.875871e-02
## [2043,] 3.502571e-01 -7.516790e-02 -0.3785141517 2.068186e-02
## [2044,] -8.860103e-02 -2.659337e-01 -0.4127138876 1.791260e-02
## [2045,] -2.034670e-02 -2.695222e-01 -0.4170454114 1.768796e-02
## [2046,] 6.877970e-01 -4.356672e-02 -0.3856156412 2.054330e-02
## [2047,] -4.426729e-01 -3.789114e-01 -0.4284287726 1.648493e-02
## [2048,] 2.452072e-01 -1.847889e-01 -0.4052592476 1.875871e-02
## [2049,] -1.973826e-01 -3.260110e-01 -0.4249028539 1.697412e-02
## [2050,] -1.973826e-01 -3.260110e-01 -0.4249028539 1.697412e-02
## [2051,] -4.629365e-01 -4.107443e-01 -0.4366890177 1.590337e-02
## [2052,] -6.460568e-02 -2.836444e-01 -0.4190097720 1.750950e-02
## [2053,] -6.879631e-01 -4.318118e-01 -0.4319546914 1.599574e-02
## [2054,] 2.212118e-01 -1.670782e-01 -0.3989633631 1.916182e-02
## [2055,] -8.649990e-01 -4.883006e-01 -0.4398121339 1.528191e-02
## [2056,] -5.994452e-01 -4.035673e-01 -0.4280259701 1.635266e-02
## [2057,] -1.427566e+00 -5.409692e-01 -0.4279763181 1.551284e-02
## [2058,] -4.186775e-01 -3.966221e-01 -0.4347246571 1.608183e-02
## [2059,] -6.879631e-01 -4.318118e-01 -0.4319546914 1.599574e-02
## [2060,] 3.539888e-01 -1.247115e-01 -0.3930702812 1.969719e-02
## [2061,] 5.550200e-01 -8.593336e-02 -0.3915087231 2.000792e-02
## [2062,] -4.186775e-01 -3.966221e-01 -0.4347246571 1.608183e-02
## [2063,] 2.212118e-01 -1.670782e-01 -0.3989633631 1.916182e-02
## [2064,] -4.629365e-01 -4.107443e-01 -0.4366890177 1.590337e-02
## [2065,] -6.186774e-01 1.620940e+00 0.2224622253 2.235160e-02
## [2066,] -5.071955e-01 -4.248665e-01 -0.4386533783 1.572491e-02
## [2067,] -5.109272e-01 -3.753229e-01 -0.4240972488 1.670958e-02
## [2068,] -6.833740e-02 -2.341007e-01 -0.4044536425 1.849417e-02
## [2069,] -7.727494e-01 -5.095998e-01 -0.4504395421 1.465416e-02
## [2070,] -7.727494e-01 -5.095998e-01 -0.4504395421 1.465416e-02
## [2071,] -8.170083e-01 -5.237220e-01 -0.4524039028 1.447570e-02
## [2072,] 3.779841e-01 -1.424222e-01 -0.3993661657 1.929409e-02
## [2073,] 6.877970e-01 -4.356672e-02 -0.3856156412 2.054330e-02
## [2074,] -1.973826e-01 -3.260110e-01 -0.4249028539 1.697412e-02
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## [2280,] -2.453767e-01 -2.905731e-01 -0.4124448667 1.781662e-02
## [2281,] 3.539854e-01 -1.246950e-01 -0.3932040629 1.973348e-02
## [2282,] 6.816784e-02 -2.412612e-01 -0.4132504717 1.808116e-02
## [2283,] 1.124268e-01 -2.271390e-01 -0.4112861111 1.825962e-02
## [2284,] 5.992756e-01 -7.179460e-02 -0.3896781441 2.022267e-02
## [2285,] -5.311942e-01 -4.071393e-01 -0.4324912755 1.616430e-02
## [2286,] -4.629399e-01 -4.107278e-01 -0.4368227993 1.593965e-02
## [2287,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [2288,] -5.109306e-01 -3.753063e-01 -0.4242310305 1.674586e-02
## [2289,] -4.629399e-01 -4.107278e-01 -0.4368227993 1.593965e-02
## [2290,] -3.301630e-01 -3.683611e-01 -0.4309297174 1.647503e-02
## [2291,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [2292,] -6.842348e-01 -4.813388e-01 -0.4466446025 1.504736e-02
## [2293,] -7.082302e-01 -4.636281e-01 -0.4403487181 1.545046e-02
## [2294,] -5.514579e-01 -4.389722e-01 -0.4407515206 1.558274e-02
## [2295,] 3.337217e-01 -1.565279e-01 -0.4014643079 1.915191e-02
## [2296,] -7.727528e-01 -5.095833e-01 -0.4505733237 1.469044e-02
## [2297,] -1.531271e-01 -3.118722e-01 -0.4230722749 1.718887e-02
## [2298,] -1.531271e-01 -3.118722e-01 -0.4230722749 1.718887e-02
## [2299,] 3.337217e-01 -1.565279e-01 -0.4014643079 1.915191e-02
## [2300,] -5.957169e-01 -4.530944e-01 -0.4427158812 1.540428e-02
## [2301,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [2302,] 3.337217e-01 -1.565279e-01 -0.4014643079 1.915191e-02
## [2303,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [2304,] 4.867623e-01 -8.232832e-02 -0.3873109810 2.026885e-02
## [2305,] -4.629399e-01 -4.107278e-01 -0.4368227993 1.593965e-02
## [2306,] -6.592081e-01 1.557291e+00 0.2058079536 2.122476e-02
## [2307,] -9.497887e-01 -5.660721e-01 -0.4584307663 1.397661e-02
## [2308,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [2309,] 5.550166e-01 -8.591681e-02 -0.3916425047 2.004421e-02
## [2310,] 6.816784e-02 -2.412612e-01 -0.4132504717 1.808116e-02
## [2311,] 2.894627e-01 -1.706501e-01 -0.4034286685 1.897346e-02
## [2312,] -6.842348e-01 -4.813388e-01 -0.4466446025 1.504736e-02
## [2313,] 4.222397e-01 -1.282835e-01 -0.3975355866 1.950883e-02
## [2314,] -4.224127e-01 -3.470619e-01 -0.4203023092 1.710278e-02
## [2315,] -1.025506e+00 -4.633964e-01 -0.4249869835 1.617059e-02
## [2316,] -1.003732e-01 1.659503e+00 0.2085282673 2.197849e-02
## [2317,] -2.331502e-01 1.617136e+00 0.2026351854 2.144312e-02
## [2318,] -6.842348e-01 -4.813388e-01 -0.4466446025 1.504736e-02
## [2319,] -5.957169e-01 -4.530944e-01 -0.4427158812 1.540428e-02
## [2320,] -2.859040e-01 -3.542389e-01 -0.4289653568 1.665349e-02
## [2321,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [2322,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [2323,] 8.843147e-02 -2.094283e-01 -0.4049902267 1.866272e-02
## [2324,] -1.088681e-01 -2.977500e-01 -0.4211079142 1.736733e-02
## [2325,] -7.727528e-01 -5.095833e-01 -0.4505733237 1.469044e-02
## [2326,] -7.727528e-01 -5.095833e-01 -0.4505733237 1.469044e-02
## [2327,] 1.566858e-01 -2.130167e-01 -0.4093217504 1.843808e-02
## [2328,] 6.435346e-01 -5.767238e-02 -0.3877137835 2.040113e-02
## [2329,] 6.435346e-01 -5.767238e-02 -0.3877137835 2.040113e-02
## [2330,] 2.414720e-01 -1.352287e-01 -0.3908368997 1.977966e-02
## [2331,] -1.003732e-01 1.659503e+00 0.2085282673 2.197849e-02
## [2332,] -1.531271e-01 -3.118722e-01 -0.4230722749 1.718887e-02
## [2333,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [2334,] -7.119619e-01 -4.140845e-01 -0.4257925886 1.643513e-02
## [2335,] -5.311942e-01 -4.071393e-01 -0.4324912755 1.616430e-02
## [2336,] -6.842348e-01 -4.813388e-01 -0.4466446025 1.504736e-02
## [2337,] -3.301630e-01 -3.683611e-01 -0.4309297174 1.647503e-02
## [2338,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [2339,] -2.859040e-01 -3.542389e-01 -0.4289653568 1.665349e-02
## [2340,] 6.816784e-02 -2.412612e-01 -0.4132504717 1.808116e-02
## [2341,] 8.843147e-02 -2.094283e-01 -0.4049902267 1.866272e-02
## [2342,] 4.222397e-01 -1.282835e-01 -0.3975355866 1.950883e-02
## [2343,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [2344,] 4.222397e-01 -1.282835e-01 -0.3975355866 1.950883e-02
## [2345,] 4.222397e-01 -1.282835e-01 -0.3975355866 1.950883e-02
## [2346,] -4.629399e-01 -4.107278e-01 -0.4368227993 1.593965e-02
## [2347,] -5.957169e-01 -4.530944e-01 -0.4427158812 1.540428e-02
## [2348,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [2349,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [2350,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [2351,] 2.452038e-01 -1.847723e-01 -0.4053930292 1.879500e-02
## [2352,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [2353,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [2354,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [2355,] -3.301630e-01 -3.683611e-01 -0.4309297174 1.647503e-02
## [2356,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [2357,] 2.894627e-01 -1.706501e-01 -0.4034286685 1.897346e-02
## [2358,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [2359,] -1.088681e-01 -2.977500e-01 -0.4211079142 1.736733e-02
## [2360,] 6.816784e-02 -2.412612e-01 -0.4132504717 1.808116e-02
## [2361,] 4.222397e-01 -1.282835e-01 -0.3975355866 1.950883e-02
## [2362,] -3.301630e-01 -3.683611e-01 -0.4309297174 1.647503e-02
## [2363,] 6.816784e-02 -2.412612e-01 -0.4132504717 1.808116e-02
## [2364,] -5.311942e-01 -4.071393e-01 -0.4324912755 1.616430e-02
## [2365,] -2.859040e-01 -3.542389e-01 -0.4289653568 1.665349e-02
## [2366,] -8.170118e-01 -5.237055e-01 -0.4525376844 1.451198e-02
## [2367,] -5.994486e-01 -4.035508e-01 -0.4281597517 1.638895e-02
## [2368,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [2369,] -6.197122e-01 -4.353837e-01 -0.4364199968 1.580738e-02
## [2370,] -5.071989e-01 -4.248500e-01 -0.4387871599 1.576119e-02
## [2371,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [2372,] -3.301630e-01 -3.683611e-01 -0.4309297174 1.647503e-02
## [2373,] 1.124268e-01 -2.271390e-01 -0.4112861111 1.825962e-02
## [2374,] 5.550166e-01 -8.591681e-02 -0.3916425047 2.004421e-02
## [2375,] -2.859040e-01 -3.542389e-01 -0.4289653568 1.665349e-02
## [2376,] -2.859040e-01 -3.542389e-01 -0.4289653568 1.665349e-02
## [2377,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [2378,] 3.779807e-01 -1.424057e-01 -0.3994999473 1.933037e-02
## [2379,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [2380,] 3.779807e-01 -1.424057e-01 -0.3994999473 1.933037e-02
## [2381,] 3.337217e-01 -1.565279e-01 -0.4014643079 1.915191e-02
## [2382,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [2383,] -7.562209e-01 -4.282067e-01 -0.4277569492 1.625667e-02
## [2384,] -9.092614e-01 -5.024063e-01 -0.4419102762 1.513973e-02
## [2385,] -2.035012e-02 -2.695056e-01 -0.4171791930 1.772424e-02
## [2386,] -1.088681e-01 -2.977500e-01 -0.4211079142 1.736733e-02
## [2387,] 4.664987e-01 -1.141612e-01 -0.3955712260 1.968729e-02
## [2388,] 3.097264e-01 -1.388172e-01 -0.3951684235 1.955502e-02
## [2389,] 1.566858e-01 -2.130167e-01 -0.4093217504 1.843808e-02
## [2390,] 1.566858e-01 -2.130167e-01 -0.4093217504 1.843808e-02
## [2391,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [2392,] -3.984173e-01 -3.647726e-01 -0.4265981936 1.669968e-02
## [2393,] -3.781537e-01 -3.329397e-01 -0.4183379486 1.728124e-02
## [2394,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [2395,] 5.550166e-01 -8.591681e-02 -0.3916425047 2.004421e-02
## [2396,] -3.301630e-01 -3.683611e-01 -0.4309297174 1.647503e-02
## [2397,] -4.434547e-02 -2.517949e-01 -0.4108833086 1.812735e-02
## [2398,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [2399,] -1.088681e-01 -2.977500e-01 -0.4211079142 1.736733e-02
## [2400,] -3.984173e-01 -3.647726e-01 -0.4265981936 1.669968e-02
## [2401,] 6.816784e-02 -2.412612e-01 -0.4132504717 1.808116e-02
## [2402,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [2403,] -1.090029e+00 -5.093515e-01 -0.4352115892 1.541057e-02
## [2404,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [2405,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [2406,] -1.531271e-01 -3.118722e-01 -0.4230722749 1.718887e-02
## [2407,] -2.128866e-01 1.648969e+00 0.2108954304 2.202468e-02
## [2408,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [2409,] -8.447388e-01 -4.564511e-01 -0.4316856705 1.589976e-02
## [2410,] 5.550166e-01 -8.591681e-02 -0.3916425047 2.004421e-02
## [2411,] 4.664987e-01 -1.141612e-01 -0.3955712260 1.968729e-02
## [2412,] 6.195392e-01 -3.996168e-02 -0.3814178990 2.080423e-02
## [2413,] 1.566858e-01 -2.130167e-01 -0.4093217504 1.843808e-02
## [2414,] 1.124268e-01 -2.271390e-01 -0.4112861111 1.825962e-02
## [2415,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [2416,] 3.982443e-01 -1.105728e-01 -0.3912397022 1.991194e-02
## [2417,] -2.859040e-01 -3.542389e-01 -0.4289653568 1.665349e-02
## [2418,] -1.003732e-01 1.659503e+00 0.2085282673 2.197849e-02
## [2419,] 6.816784e-02 -2.412612e-01 -0.4132504717 1.808116e-02
## [2420,] -5.071989e-01 -4.248500e-01 -0.4387871599 1.576119e-02
## [2421,] -5.109306e-01 -3.753063e-01 -0.4242310305 1.674586e-02
## [2422,] -5.669584e-01 1.535992e+00 0.1951805454 2.059701e-02
## [2423,] -3.301630e-01 -3.683611e-01 -0.4309297174 1.647503e-02
## [2424,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [2425,] 4.749935e-01 1.843092e+00 0.2340649555 2.429846e-02
## [2426,] 1.124268e-01 -2.271390e-01 -0.4112861111 1.825962e-02
## [2427,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [2428,] 4.417249e-02 -2.235505e-01 -0.4069545873 1.848427e-02
## [2429,] -1.088681e-01 -2.977500e-01 -0.4211079142 1.736733e-02
## [2430,] 4.222397e-01 -1.282835e-01 -0.3975355866 1.950883e-02
## [2431,] 5.107576e-01 -1.000390e-01 -0.3936068654 1.986575e-02
## [2432,] 2.390886e-02 -2.553834e-01 -0.4152148323 1.790270e-02
## [2433,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [2434,] 2.894627e-01 -1.706501e-01 -0.4034286685 1.897346e-02
## [2435,] -6.437076e-01 -4.176730e-01 -0.4301241124 1.621049e-02
## [2436,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [2437,] -6.460910e-02 -2.836278e-01 -0.4191435536 1.754578e-02
## [2438,] 5.992756e-01 -7.179460e-02 -0.3896781441 2.022267e-02
## [2439,] 6.435346e-01 -5.767238e-02 -0.3877137835 2.040113e-02
## [2440,] 2.009448e-01 -1.988945e-01 -0.4073573898 1.861654e-02
## [2441,] -5.071989e-01 -4.248500e-01 -0.4387871599 1.576119e-02
## [2442,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [2443,] 5.107576e-01 -1.000390e-01 -0.3936068654 1.986575e-02
## [2444,] 4.417249e-02 -2.235505e-01 -0.4069545873 1.848427e-02
## [2445,] -7.477260e-01 1.529046e+00 0.2018792323 2.086784e-02
## [2446,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [2447,] 2.452038e-01 -1.847723e-01 -0.4053930292 1.879500e-02
## [2448,] -4.629399e-01 -4.107278e-01 -0.4368227993 1.593965e-02
## [2449,] -8.410071e-01 -5.059948e-01 -0.4462418000 1.491509e-02
## [2450,] 2.094396e-01 1.758358e+00 0.2222787917 2.322770e-02
## [2451,] -4.186809e-01 -3.966055e-01 -0.4348584387 1.611811e-02
## [2452,] -2.416450e-01 -3.401167e-01 -0.4270009961 1.683195e-02
## [2453,] -4.434547e-02 -2.517949e-01 -0.4108833086 1.812735e-02
## [2454,] -7.967481e-01 -4.918726e-01 -0.4442774393 1.509355e-02
## [2455,] 4.664987e-01 -1.141612e-01 -0.3955712260 1.968729e-02
## [2456,] 6.435346e-01 -5.767238e-02 -0.3877137835 2.040113e-02
## [2457,] 8.843147e-02 -2.094283e-01 -0.4049902267 1.866272e-02
## [2458,] 4.867623e-01 -8.232832e-02 -0.3873109810 2.026885e-02
## [2459,] -7.967481e-01 -4.918726e-01 -0.4442774393 1.509355e-02
## [2460,] 1.326905e-01 -1.953060e-01 -0.4030258660 1.884118e-02
## [2461,] 7.320525e-01 -2.942795e-02 -0.3837850622 2.075804e-02
## [2462,] -1.973860e-01 -3.259945e-01 -0.4250366355 1.701041e-02
## [2463,] -1.531271e-01 -3.118722e-01 -0.4230722749 1.718887e-02
## [2464,] 4.185080e-01 -7.873983e-02 -0.3829794572 2.049350e-02
## [2465,] -3.301630e-01 -3.683611e-01 -0.4309297174 1.647503e-02
## [2466,] 5.752803e-01 -5.408389e-02 -0.3833822597 2.062577e-02
## [2467,] -1.771224e-01 -2.941615e-01 -0.4167763905 1.759197e-02
## [2468,] -3.744220e-01 -3.824833e-01 -0.4328940780 1.629657e-02
## [2469,] -1.771224e-01 -2.941615e-01 -0.4167763905 1.759197e-02
## [2470,] -3.984173e-01 -3.647726e-01 -0.4265981936 1.669968e-02
## [2471,] 1.326905e-01 -1.953060e-01 -0.4030258660 1.884118e-02
## [2472,] -3.098993e-01 -3.365282e-01 -0.4226694724 1.705659e-02
## [2473,] -8.648624e-05 -2.376727e-01 -0.4089189479 1.830581e-02
## [2474,] -7.514578e-01 1.578590e+00 0.2164353618 2.185251e-02
## [2475,] -5.994486e-01 -4.035508e-01 -0.4281597517 1.638895e-02
## [2476,] 2.212084e-01 -1.670616e-01 -0.3990971448 1.919810e-02
## [2477,] -1.531271e-01 -3.118722e-01 -0.4230722749 1.718887e-02
## [2478,] -6.197122e-01 -4.353837e-01 -0.4364199968 1.580738e-02
## [2479,] -1.771224e-01 -2.941615e-01 -0.4167763905 1.759197e-02
## [2480,] -8.170118e-01 -5.237055e-01 -0.4525376844 1.451198e-02
## [2481,] 1.124268e-01 -2.271390e-01 -0.4112861111 1.825962e-02
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## [2688,] -4.433521e-02 -2.518446e-01 -0.4104819637 1.801849e-02
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## [2690,] -1.274518e+00 -4.668028e-01 -0.4135554279 1.655721e-02
## [2691,] -4.806692e-02 -2.023009e-01 -0.3959258342 1.900316e-02
## [2692,] 2.009550e-01 -1.989442e-01 -0.4069560450 1.850768e-02
## [2693,] -1.088578e-01 -2.977997e-01 -0.4207065694 1.725847e-02
## [2694,] 6.435448e-01 -5.772203e-02 -0.3873124386 2.029227e-02
## [2695,] -6.676926e-01 -4.000119e-01 -0.4234268831 1.650474e-02
## [2696,] 2.391912e-02 -2.554330e-01 -0.4148134875 1.779385e-02
## [2697,] -2.416348e-01 -3.401663e-01 -0.4265996513 1.672309e-02
## [2698,] -1.003630e-01 1.659453e+00 0.2089296121 2.186964e-02
## [2699,] 4.222499e-01 -1.283331e-01 -0.3971342418 1.939998e-02
## [2700,] -2.858937e-01 -3.542885e-01 -0.4285640119 1.654463e-02
## [2701,] -6.399656e-01 -4.672663e-01 -0.4442788970 1.511696e-02
## [2702,] -3.744117e-01 -3.825330e-01 -0.4324927332 1.618772e-02
## [2703,] 6.878038e-01 -4.359982e-02 -0.3853480780 2.047073e-02
## [2704,] -4.666614e-01 -3.612338e-01 -0.4218653250 1.681547e-02
## [2705,] -4.186707e-01 -3.966552e-01 -0.4344570938 1.600926e-02
## [2706,] -6.842246e-01 -4.813885e-01 -0.4462432576 1.493850e-02
## [2707,] -2.033986e-02 -2.695553e-01 -0.4167778481 1.761539e-02
## [2708,] 6.817810e-02 -2.413108e-01 -0.4128491269 1.797231e-02
## [2709,] -5.514476e-01 -4.390218e-01 -0.4403501757 1.547388e-02
## [2710,] -4.186707e-01 -3.966552e-01 -0.4344570938 1.600926e-02
## [2711,] -3.856069e-01 -2.339021e-01 -0.3888243447 1.914172e-02
## [2712,] -4.666614e-01 -3.612338e-01 -0.4218653250 1.681547e-02
## [2713,] -3.098891e-01 -3.365778e-01 -0.4222681275 1.694774e-02
## [2714,] 3.241395e-02 1.701820e+00 0.2148226940 2.240501e-02
## [2715,] -8.649922e-01 -4.883337e-01 -0.4395445707 1.520934e-02
## [2716,] -4.186707e-01 -3.966552e-01 -0.4344570938 1.600926e-02
## [2717,] 6.817810e-02 -2.413108e-01 -0.4128491269 1.797231e-02
## [2718,] -6.459884e-02 -2.836775e-01 -0.4187422088 1.743693e-02
## [2719,] -5.071886e-01 -4.248996e-01 -0.4383858151 1.565234e-02
## [2720,] -1.088578e-01 -2.977997e-01 -0.4207065694 1.725847e-02
## [2721,] -5.423791e-01 -2.585580e-01 -0.3884215422 1.900945e-02
## [2722,] 1.124371e-01 -2.271886e-01 -0.4108847662 1.815077e-02
## [2723,] -1.973758e-01 -3.260441e-01 -0.4246352907 1.690155e-02
## [2724,] 6.817810e-02 -2.413108e-01 -0.4128491269 1.797231e-02
## [2725,] 2.009550e-01 -1.989442e-01 -0.4069560450 1.850768e-02
## [2726,] -5.754430e-01 -4.213111e-01 -0.4340542913 1.587699e-02
## [2727,] 1.529643e-01 -1.635228e-01 -0.3943642761 1.931389e-02
## [2728,] -8.859419e-02 -2.659668e-01 -0.4124463243 1.784003e-02
## [2729,] -8.859419e-02 -2.659668e-01 -0.4124463243 1.784003e-02
## [2730,] -4.629297e-01 -4.107774e-01 -0.4364214545 1.583080e-02
## [2731,] 5.992859e-01 -7.184425e-02 -0.3892767993 2.011381e-02
## [2732,] -5.514476e-01 -4.390218e-01 -0.4403501757 1.547388e-02
## [2733,] 3.779910e-01 -1.424553e-01 -0.3990986024 1.922152e-02
## [2734,] -2.656301e-01 -3.224556e-01 -0.4203037669 1.712620e-02
## [2735,] -2.858937e-01 -3.542885e-01 -0.4285640119 1.654463e-02
## [2736,] -1.435022e+00 -4.419151e-01 -0.3985964959 1.740961e-02
## [2737,] -5.311840e-01 -4.071889e-01 -0.4320899307 1.605544e-02
## [2738,] -3.541481e-01 -3.507001e-01 -0.4242324881 1.676928e-02
## [2739,] -2.033986e-02 -2.695553e-01 -0.4167778481 1.761539e-02
## [2740,] -4.629297e-01 -4.107774e-01 -0.4364214545 1.583080e-02
## [2741,] 3.337320e-01 -1.565775e-01 -0.4010629631 1.904306e-02
## [2742,] 3.337320e-01 -1.565775e-01 -0.4010629631 1.904306e-02
## [2743,] 2.894730e-01 -1.706998e-01 -0.4030273237 1.886460e-02
## [2744,] -4.433521e-02 -2.518446e-01 -0.4104819637 1.801849e-02
## [2745,] -5.872118e-01 1.504109e+00 0.1873216452 1.990659e-02
## [2746,] 2.894730e-01 -1.706998e-01 -0.4030273237 1.886460e-02
## [2747,] 4.222499e-01 -1.283331e-01 -0.3971342418 1.939998e-02
## [2748,] -6.459884e-02 -2.836775e-01 -0.4187422088 1.743693e-02
## [2749,] -1.088578e-01 -2.977997e-01 -0.4207065694 1.725847e-02
## [2750,] 5.992859e-01 -7.184425e-02 -0.3892767993 2.011381e-02
## [2751,] 1.566961e-01 -2.130664e-01 -0.4089204056 1.832922e-02
## [2752,] -6.399656e-01 -4.672663e-01 -0.4442788970 1.511696e-02
## [2753,] -1.973758e-01 -3.260441e-01 -0.4246352907 1.690155e-02
## [2754,] -4.629297e-01 -4.107774e-01 -0.4364214545 1.583080e-02
## [2755,] 1.087054e-01 -1.776450e-01 -0.3963286367 1.913543e-02
## [2756,] -2.571353e-01 1.634797e+00 0.2093324147 2.173737e-02
## [2757,] -4.426660e-01 -3.789445e-01 -0.4281612094 1.641236e-02
## [2758,] 8.844173e-02 -2.094779e-01 -0.4045888818 1.855387e-02
## [2759,] -8.859419e-02 -2.659668e-01 -0.4124463243 1.784003e-02
## [2760,] -4.186707e-01 -3.966552e-01 -0.4344570938 1.600926e-02
## [2761,] 4.665089e-01 -1.142109e-01 -0.3951698812 1.957844e-02
## [2762,] -6.031700e-01 -3.540568e-01 -0.4132022774 1.726476e-02
## [2763,] -5.221155e-01 -2.267251e-01 -0.3801612971 1.959101e-02
## [2764,] -4.341712e-01 1.578309e+00 0.2014749721 2.102353e-02
## [2765,] -3.744117e-01 -3.825330e-01 -0.4324927332 1.618772e-02
## [2766,] -2.033986e-02 -2.695553e-01 -0.4167778481 1.761539e-02
## [2767,] -3.541481e-01 -3.507001e-01 -0.4242324881 1.676928e-02
## [2768,] 5.107679e-01 -1.000887e-01 -0.3932055205 1.975690e-02
## [2769,] -6.459884e-02 -2.836775e-01 -0.4187422088 1.743693e-02
## [2770,] -1.531168e-01 -3.119219e-01 -0.4226709300 1.708001e-02
## [2771,] 1.327007e-01 -1.953557e-01 -0.4026245212 1.873233e-02
## [2772,] 4.665089e-01 -1.142109e-01 -0.3951698812 1.957844e-02
## [2773,] 1.327007e-01 -1.953557e-01 -0.4026245212 1.873233e-02
## [2774,] -2.858937e-01 -3.542885e-01 -0.4285640119 1.654463e-02
## [2775,] 3.539956e-01 -1.247446e-01 -0.3928027180 1.962462e-02
## [2776,] -3.216579e-01 1.588842e+00 0.1991078090 2.097734e-02
## [2777,] 2.452140e-01 -1.848220e-01 -0.4049916843 1.868614e-02
## [2778,] -3.301527e-01 -3.684108e-01 -0.4305283726 1.636618e-02
## [2779,] 2.009550e-01 -1.989442e-01 -0.4069560450 1.850768e-02
## [2780,] -3.456532e-01 1.606553e+00 0.2054036934 2.138045e-02
## [2781,] -6.459884e-02 -2.836775e-01 -0.4187422088 1.743693e-02
## [2782,] -3.744117e-01 -3.825330e-01 -0.4324927332 1.618772e-02
## [2783,] 3.337320e-01 -1.565775e-01 -0.4010629631 1.904306e-02
## [2784,] 2.009550e-01 -1.989442e-01 -0.4069560450 1.850768e-02
## [2785,] 2.894730e-01 -1.706998e-01 -0.4030273237 1.886460e-02
## [2786,] -3.744117e-01 -3.825330e-01 -0.4324927332 1.618772e-02
## [2787,] 6.817810e-02 -2.413108e-01 -0.4128491269 1.797231e-02
## [2788,] 1.124371e-01 -2.271886e-01 -0.4108847662 1.815077e-02
## [2789,] -6.399656e-01 -4.672663e-01 -0.4442788970 1.511696e-02
## [2790,] -1.973758e-01 -3.260441e-01 -0.4246352907 1.690155e-02
## [2791,] -4.186707e-01 -3.966552e-01 -0.4344570938 1.600926e-02
## [2792,] -2.858937e-01 -3.542885e-01 -0.4285640119 1.654463e-02
## [2793,] -7.727425e-01 -5.096329e-01 -0.4501719789 1.458159e-02
## [2794,] 3.779910e-01 -1.424553e-01 -0.3990986024 1.922152e-02
## [2795,] -6.271654e-01 -3.363461e-01 -0.4069063930 1.766786e-02
## [2796,] 2.391912e-02 -2.554330e-01 -0.4148134875 1.779385e-02
## [2797,] 5.107679e-01 -1.000887e-01 -0.3932055205 1.975690e-02
## [2798,] -1.088578e-01 -2.977997e-01 -0.4207065694 1.725847e-02
## [2799,] 4.222499e-01 -1.283331e-01 -0.3971342418 1.939998e-02
## [2800,] -3.098891e-01 -3.365778e-01 -0.4222681275 1.694774e-02
## [2801,] -1.531168e-01 -3.119219e-01 -0.4226709300 1.708001e-02
## [2802,] -6.459884e-02 -2.836775e-01 -0.4187422088 1.743693e-02
## [2803,] -6.399656e-01 -4.672663e-01 -0.4442788970 1.511696e-02
## [2804,] -5.957066e-01 -4.531440e-01 -0.4423145364 1.529542e-02
## [2805,] -1.088578e-01 -2.977997e-01 -0.4207065694 1.725847e-02
## [2806,] -5.957066e-01 -4.531440e-01 -0.4423145364 1.529542e-02
## [2807,] 3.779910e-01 -1.424553e-01 -0.3990986024 1.922152e-02
## [2808,] -1.088578e-01 -2.977997e-01 -0.4207065694 1.725847e-02
## [2809,] -4.186707e-01 -3.966552e-01 -0.4344570938 1.600926e-02
## [2810,] -1.531168e-01 -3.119219e-01 -0.4226709300 1.708001e-02
## [2811,] -5.311840e-01 -4.071889e-01 -0.4320899307 1.605544e-02
## [2812,] -6.459884e-02 -2.836775e-01 -0.4187422088 1.743693e-02
## [2813,] -3.744117e-01 -3.825330e-01 -0.4324927332 1.618772e-02
## [2814,] -6.842246e-01 -4.813885e-01 -0.4462432576 1.493850e-02
## [2815,] -6.399656e-01 -4.672663e-01 -0.4442788970 1.511696e-02
## [2816,] 2.894730e-01 -1.706998e-01 -0.4030273237 1.886460e-02
## [2817,] 5.550269e-01 -8.596646e-02 -0.3912411599 1.993535e-02
## [2818,] 2.009550e-01 -1.989442e-01 -0.4069560450 1.850768e-02
## [2819,] -7.524789e-01 -4.778000e-01 -0.4419117338 1.516315e-02
## [2820,] -1.771121e-01 -2.942112e-01 -0.4163750456 1.748312e-02
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## [2822,] -7.524789e-01 -4.778000e-01 -0.4419117338 1.516315e-02
## [2823,] -1.088578e-01 -2.977997e-01 -0.4207065694 1.725847e-02
## [2824,] -6.842246e-01 -4.813885e-01 -0.4462432576 1.493850e-02
## [2825,] -4.186707e-01 -3.966552e-01 -0.4344570938 1.600926e-02
## [2826,] -6.639609e-01 -4.495556e-01 -0.4379830126 1.552007e-02
## [2827,] 4.418275e-02 -2.236001e-01 -0.4065532424 1.837541e-02
## [2828,] -1.531168e-01 -3.119219e-01 -0.4226709300 1.708001e-02
## [2829,] -5.514476e-01 -4.390218e-01 -0.4403501757 1.547388e-02
## [2830,] -1.973758e-01 -3.260441e-01 -0.4246352907 1.690155e-02
## [2831,] 3.779910e-01 -1.424553e-01 -0.3990986024 1.922152e-02
## [2832,] 1.769597e-01 -1.812335e-01 -0.4006601605 1.891079e-02
## [2833,] -3.301527e-01 -3.684108e-01 -0.4305283726 1.636618e-02
## [2834,] 4.425136e-01 -9.650019e-02 -0.3888739967 1.998154e-02
## [2835,] -3.744117e-01 -3.825330e-01 -0.4324927332 1.618772e-02
## [2836,] -6.399656e-01 -4.672663e-01 -0.4442788970 1.511696e-02
## [2837,] -6.399656e-01 -4.672663e-01 -0.4442788970 1.511696e-02
## [2838,] -4.186707e-01 -3.966552e-01 -0.4344570938 1.600926e-02
## [2839,] -6.399656e-01 -4.672663e-01 -0.4442788970 1.511696e-02
## [2840,] 2.894730e-01 -1.706998e-01 -0.4030273237 1.886460e-02
## [2841,] -1.973758e-01 -3.260441e-01 -0.4246352907 1.690155e-02
## [2842,] -7.524789e-01 -4.778000e-01 -0.4419117338 1.516315e-02
## [2843,] -2.213711e-01 -3.083334e-01 -0.4183394062 1.730466e-02
## [2844,] -5.311840e-01 -4.071889e-01 -0.4320899307 1.605544e-02
## [2845,] -1.328532e-01 -2.800890e-01 -0.4144106850 1.766158e-02
## [2846,] 8.844173e-02 -2.094779e-01 -0.4045888818 1.855387e-02
## [2847,] -5.791747e-01 -3.717675e-01 -0.4194981618 1.686165e-02
## [2848,] -6.197019e-01 -4.354333e-01 -0.4360186519 1.569853e-02
## [2849,] -5.994383e-01 -4.036004e-01 -0.4277584069 1.628009e-02
## [2850,] -3.098891e-01 -3.365778e-01 -0.4222681275 1.694774e-02
## [2851,] 4.418275e-02 -2.236001e-01 -0.4065532424 1.837541e-02
## [2852,] -1.088578e-01 -2.977997e-01 -0.4207065694 1.725847e-02
## [2853,] -2.213711e-01 -3.083334e-01 -0.4183394062 1.730466e-02
## [2854,] -1.243583e-01 1.677164e+00 0.2152254966 2.227274e-02
## [2855,] -1.328532e-01 -2.800890e-01 -0.4144106850 1.766158e-02
## [2856,] -3.744117e-01 -3.825330e-01 -0.4324927332 1.618772e-02
## [2857,] 2.452140e-01 -1.848220e-01 -0.4049916843 1.868614e-02
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## [2860,] 1.327007e-01 -1.953557e-01 -0.4026245212 1.873233e-02
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## [2865,] -3.744117e-01 -3.825330e-01 -0.4324927332 1.618772e-02
## [2866,] -3.744117e-01 -3.825330e-01 -0.4324927332 1.618772e-02
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## [2868,] -4.433521e-02 -2.518446e-01 -0.4104819637 1.801849e-02
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## [2870,] -2.213711e-01 -3.083334e-01 -0.4183394062 1.730466e-02
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## [2872,] -2.213711e-01 -3.083334e-01 -0.4183394062 1.730466e-02
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## [2875,] -6.842246e-01 -4.813885e-01 -0.4462432576 1.493850e-02
## [2876,] -4.426660e-01 -3.789445e-01 -0.4281612094 1.641236e-02
## [2877,] -6.842246e-01 -4.813885e-01 -0.4462432576 1.493850e-02
## [2878,] -4.869250e-01 -3.930667e-01 -0.4301255700 1.623390e-02
## [2879,] 4.425136e-01 -9.650019e-02 -0.3888739967 1.998154e-02
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## [2881,] 6.878038e-01 -4.359982e-02 -0.3853480780 2.047073e-02
## [2882,] -6.842246e-01 -4.813885e-01 -0.4462432576 1.493850e-02
## [2883,] 1.049736e-01 -1.281014e-01 -0.3817725073 2.012010e-02
## [2884,] -4.629297e-01 -4.107774e-01 -0.4364214545 1.583080e-02
## [2885,] -4.426660e-01 -3.789445e-01 -0.4281612094 1.641236e-02
## [2886,] -2.213711e-01 -3.083334e-01 -0.4183394062 1.730466e-02
## [2887,] -4.869250e-01 -3.930667e-01 -0.4301255700 1.623390e-02
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## [7769,] 1.001989e+00 7.421310e-02 -0.4779428032 -2.640409e-01
## [7770,] 8.932074e-01 1.413575e-02 -0.4901317695 -2.649794e-01
## [7771,] 1.155030e+00 1.484127e-01 -0.4637894762 -2.629240e-01
## [7772,] 1.025984e+00 5.650239e-02 -0.4842386876 -2.644440e-01
## [7773,] 1.311802e+00 1.730686e-01 -0.4641922788 -2.627917e-01
## [7774,] 5.354039e-01 -4.929835e-02 -0.4912905251 -2.654224e-01
## [7775,] 1.223284e+00 1.448242e-01 -0.4681210000 -2.631486e-01
## [7776,] 1.536050e-01 -9.502174e-02 -0.4861533962 -2.654623e-01
## [7777,] 1.488838e+00 2.295575e-01 -0.4563348362 -2.620779e-01
## [7778,] 4.468859e-01 -7.754278e-02 -0.4952192464 -2.657793e-01
## [7779,] 2.053274e-01 -1.799868e-01 -0.5133012946 -2.672532e-01
## [7780,] 1.420583e+00 2.331459e-01 -0.4520033124 -2.618532e-01
## [7781,] 6.276535e-01 -7.059754e-02 -0.5019179333 -2.660502e-01
## [7782,] 3.620997e-01 -1.553308e-01 -0.5137040971 -2.671209e-01
## [7783,] 1.182757e+00 8.115833e-02 -0.4846414901 -2.643118e-01
## [7784,] 9.577300e-01 6.009088e-02 -0.4799071638 -2.642194e-01
## [7785,] 8.286848e-01 -3.181939e-02 -0.5003563752 -2.657394e-01
## [7786,] 1.669605e+00 2.365027e-01 -0.4630335232 -2.623487e-01
## [7787,] 1.408048e-01 -2.259419e-01 -0.5235259003 -2.680132e-01
## [7788,] 1.315534e+00 1.235250e-01 -0.4787484082 -2.637764e-01
## [7789,] 4.109164e-02 -1.055555e-01 -0.4837862331 -2.654161e-01
## [7790,] 1.758123e+00 2.647471e-01 -0.4591048019 -2.619918e-01
## [7791,] 4.506176e-01 -1.270864e-01 -0.5097753759 -2.667640e-01
## [7792,] 7.844258e-01 -4.594160e-02 -0.5023207358 -2.659179e-01
## [7793,] 6.516489e-01 -8.830824e-02 -0.5082138177 -2.664533e-01
## [7794,] 8.739752e-01 2.038643e+00 0.1603564259 -2.589805e-01
## [7795,] 1.114502e+00 8.474682e-02 -0.4803099664 -2.640871e-01
## [7796,] 7.255043e-02 -2.223534e-01 -0.5191943765 -2.677886e-01
## [7797,] 5.833946e-01 -8.471976e-02 -0.5038822940 -2.662286e-01
## [7798,] 1.005721e+00 2.466947e-02 -0.4924989327 -2.650256e-01
## [7799,] 1.158761e+00 9.886904e-02 -0.4783456057 -2.639087e-01
## [7800,] 1.005721e+00 2.466947e-02 -0.4924989327 -2.650256e-01
## [7801,] 1.581087e+00 2.082583e-01 -0.4669622444 -2.627056e-01
## [7802,] 7.364351e-01 -1.052019e-02 -0.4897289670 -2.651117e-01
## [7803,] 9.577300e-01 6.009088e-02 -0.4799071638 -2.642194e-01
## [7804,] 1.094239e+00 5.291390e-02 -0.4885702114 -2.646687e-01
## [7805,] 7.161715e-01 -4.235311e-02 -0.4979892121 -2.656932e-01
## [7806,] 4.746130e-01 -1.447971e-01 -0.5160712603 -2.671671e-01
## [7807,] 1.311802e+00 1.730686e-01 -0.4641922788 -2.627917e-01
## [7808,] 1.271275e+00 1.094028e-01 -0.4807127689 -2.639548e-01
## [7809,] 6.324166e-01 1.936199e+00 0.1422743777 -2.604543e-01
## [7810,] 4.948766e-01 -1.129642e-01 -0.5078110152 -2.665855e-01
## [7811,] 1.094239e+00 5.291390e-02 -0.4885702114 -2.646687e-01
## [7812,] 7.604305e-01 -2.823090e-02 -0.4960248514 -2.655148e-01
## [7813,] 9.172028e-01 -3.574956e-03 -0.4964276539 -2.653825e-01
## [7814,] 1.049980e+00 3.879169e-02 -0.4905345720 -2.648471e-01
## [7815,] 1.831141e+00 2.267955e+00 0.1807559853 -2.566206e-01
## [7816,] 1.625346e+00 2.223805e-01 -0.4649978838 -2.625272e-01
## [7817,] 1.182757e+00 8.115833e-02 -0.4846414901 -2.643118e-01
## [7818,] 6.158847e-01 1.854823e+00 0.1194580032 -2.620206e-01
## [7819,] 8.286848e-01 -3.181939e-02 -0.5003563752 -2.657394e-01
## [7820,] 4.148535e-01 1.816044e+00 0.1178964450 -2.623313e-01
## [7821,] 9.172028e-01 -3.574956e-03 -0.4964276539 -2.653825e-01
## [7822,] 6.516489e-01 -8.830824e-02 -0.5082138177 -2.664533e-01
## [7823,] 9.172028e-01 -3.574956e-03 -0.4964276539 -2.653825e-01
## [7824,] 6.959079e-01 -7.418603e-02 -0.5062494571 -2.662748e-01
## [7825,] 1.049980e+00 3.879169e-02 -0.4905345720 -2.648471e-01
## [7826,] 1.291538e+00 1.412357e-01 -0.4724525238 -2.633733e-01
## [7827,] 6.073899e-01 -1.024305e-01 -0.5101781784 -2.666317e-01
## [7828,] 5.833946e-01 -8.471976e-02 -0.5038822940 -2.662286e-01
## [7829,] -8.422186e-02 -2.470094e-01 -0.5187915740 -2.679208e-01
## [7830,] 1.022253e+00 1.060460e-01 -0.4696825581 -2.634594e-01
## [7831,] 6.516489e-01 -8.830824e-02 -0.5082138177 -2.664533e-01
## [7832,] 1.114502e+00 8.474682e-02 -0.4803099664 -2.640871e-01
## [7833,] 6.959079e-01 -7.418603e-02 -0.5062494571 -2.662748e-01
## [7834,] 6.959079e-01 -7.418603e-02 -0.5062494571 -2.662748e-01
## [7835,] 8.729438e-01 -1.769717e-02 -0.4983920146 -2.655610e-01
## [7836,] 1.146992e+00 2.024289e+00 0.1430303308 -2.598790e-01
## [7837,] 1.005721e+00 2.466947e-02 -0.4924989327 -2.650256e-01
## [7838,] 9.374664e-01 2.825796e-02 -0.4881674089 -2.648009e-01
## [7839,] 1.046248e+00 8.833531e-02 -0.4759784426 -2.638625e-01
## [7840,] -1.967352e-01 -2.575431e-01 -0.5164244108 -2.678746e-01
## [7841,] 5.631309e-01 -1.165527e-01 -0.5121425390 -2.668102e-01
## [7842,] -1.231441e-01 -3.112417e-02 -0.4542711716 -2.635791e-01
## [7843,] 1.227016e+00 9.528055e-02 -0.4826771295 -2.641333e-01
## [7844,] 2.495863e-01 -1.658646e-01 -0.5113369340 -2.670747e-01
## [7845,] 5.188719e-01 -1.306749e-01 -0.5141068996 -2.669886e-01
## [7846,] -1.554358e+00 -2.848606e-01 -0.4589061939 -2.653511e-01
## [7847,] 8.286848e-01 -3.181939e-02 -0.5003563752 -2.657394e-01
## [7848,] 8.729438e-01 -1.769717e-02 -0.4983920146 -2.655610e-01
## [7849,] 1.138498e+00 6.703612e-02 -0.4866058508 -2.644902e-01
## [7850,] 6.921761e-01 -2.464241e-02 -0.4916933276 -2.652901e-01
## [7851,] 3.620997e-01 -1.553308e-01 -0.5137040971 -2.671209e-01
## [7852,] 5.961948e-01 4.620041e-02 -0.4665097899 -2.636777e-01
## [7853,] 8.286848e-01 -3.181939e-02 -0.5003563752 -2.657394e-01
## [7854,] 1.601351e+00 2.400912e-01 -0.4587019994 -2.621241e-01
## [7855,] 8.729438e-01 -1.769717e-02 -0.4983920146 -2.655610e-01
## [7856,] 1.713864e+00 2.506249e-01 -0.4610691625 -2.621702e-01
## [7857,] 8.729438e-01 -1.769717e-02 -0.4983920146 -2.655610e-01
## [7858,] 6.959079e-01 -7.418603e-02 -0.5062494571 -2.662748e-01
## [7859,] 8.046895e-01 -1.410868e-02 -0.4940604908 -2.653363e-01
## [7860,] 8.654804e-01 8.139007e-02 -0.4692797556 -2.635916e-01
## [7861,] 6.516489e-01 -8.830824e-02 -0.5082138177 -2.664533e-01
## [7862,] 1.203020e+00 1.129913e-01 -0.4763812451 -2.637302e-01
## [7863,] 4.506176e-01 -1.270864e-01 -0.5097753759 -2.667640e-01
## [7864,] 1.094239e+00 5.291390e-02 -0.4885702114 -2.646687e-01
## [7865,] 6.959079e-01 -7.418603e-02 -0.5062494571 -2.662748e-01
## [7866,] 8.286848e-01 -3.181939e-02 -0.5003563752 -2.657394e-01
## [7867,] 5.833946e-01 -8.471976e-02 -0.5038822940 -2.662286e-01
## [7868,] 6.073899e-01 -1.024305e-01 -0.5101781784 -2.666317e-01
## [7869,] -8.795358e-02 -1.974657e-01 -0.5042354445 -2.669362e-01
## [7870,] 1.468574e+00 1.977245e-01 -0.4645950813 -2.626594e-01
## [7871,] 1.227016e+00 9.528055e-02 -0.4826771295 -2.641333e-01
## [7872,] 1.404052e+00 1.517694e-01 -0.4748196870 -2.634195e-01
## [7873,] 3.546362e-01 -5.624359e-02 -0.4845918381 -2.651516e-01
## [7874,] 1.094239e+00 5.291390e-02 -0.4885702114 -2.646687e-01
## [7875,] 9.614617e-01 1.054726e-02 -0.4944632933 -2.652041e-01
## [7876,] 5.631309e-01 -1.165527e-01 -0.5121425390 -2.668102e-01
## [7877,] 9.172028e-01 -3.574956e-03 -0.4964276539 -2.653825e-01
## [7878,] 9.614617e-01 1.054726e-02 -0.4944632933 -2.652041e-01
## [7879,] 6.036582e-01 -5.288684e-02 -0.4956220489 -2.656471e-01
## [7880,] 9.281406e-02 -1.905205e-01 -0.5109341314 -2.672070e-01
## [7881,] 5.631309e-01 -1.165527e-01 -0.5121425390 -2.668102e-01
## [7882,] 1.014216e+00 1.981922e+00 0.1371372489 -2.604144e-01
## [7883,] 9.614617e-01 1.054726e-02 -0.4944632933 -2.652041e-01
## [7884,] 8.729438e-01 -1.769717e-02 -0.4983920146 -2.655610e-01
## [7885,] 2.533181e-01 -2.154082e-01 -0.5258930634 -2.680594e-01
## [7886,] 6.073899e-01 -1.024305e-01 -0.5101781784 -2.666317e-01
## [7887,] 9.654578e-02 -2.400641e-01 -0.5254902609 -2.681917e-01
## [7888,] 6.276535e-01 -7.059754e-02 -0.5019179333 -2.660502e-01
## [7889,] 6.959079e-01 -7.418603e-02 -0.5062494571 -2.662748e-01
## [7890,] 9.172028e-01 -3.574956e-03 -0.4964276539 -2.653825e-01
## [7891,] 2.975770e-01 -2.012860e-01 -0.5239287028 -2.678809e-01
## [7892,] 8.046895e-01 -1.410868e-02 -0.4940604908 -2.653363e-01
## [7893,] 1.025984e+00 5.650239e-02 -0.4842386876 -2.644440e-01
## [7894,] 8.729438e-01 -1.769717e-02 -0.4983920146 -2.655610e-01
## [7895,] 2.975770e-01 -2.012860e-01 -0.5239287028 -2.678809e-01
## [7896,] 8.489484e-01 1.353265e-05 -0.4920961302 -2.651579e-01
## [7897,] 1.158761e+00 9.886904e-02 -0.4783456057 -2.639087e-01
## [7898,] 2.255910e-01 -1.481539e-01 -0.5050410495 -2.666716e-01
## [7899,] 6.644491e-01 4.261192e-02 -0.4708413137 -2.639024e-01
## [7900,] 1.404052e+00 1.517694e-01 -0.4748196870 -2.634195e-01
## [7901,] 1.581087e+00 2.082583e-01 -0.4669622444 -2.627056e-01
## [7902,] 5.593992e-01 -6.700905e-02 -0.4975864095 -2.658255e-01
## [7903,] 1.223284e+00 1.448242e-01 -0.4681210000 -2.631486e-01
## [7904,] 1.227016e+00 9.528055e-02 -0.4826771295 -2.641333e-01
## [7905,] 4.948766e-01 -1.129642e-01 -0.5078110152 -2.665855e-01
## [7906,] 1.380056e+00 1.694801e-01 -0.4685238026 -2.630164e-01
## [7907,] 1.557092e+00 2.259690e-01 -0.4606663600 -2.623025e-01
## [7908,] 1.380056e+00 1.694801e-01 -0.4685238026 -2.630164e-01
## [7909,] 2.533181e-01 -2.154082e-01 -0.5258930634 -2.680594e-01
## [7910,] 2.975770e-01 -2.012860e-01 -0.5239287028 -2.678809e-01
## [7911,] 9.577300e-01 6.009088e-02 -0.4799071638 -2.642194e-01
## [7912,] 1.713864e+00 2.506249e-01 -0.4610691625 -2.621702e-01
## [7913,] 1.625346e+00 2.223805e-01 -0.4649978838 -2.625272e-01
## [7914,] 1.448311e+00 1.658916e-01 -0.4728553263 -2.632410e-01
## [7915,] 9.374664e-01 2.825796e-02 -0.4881674089 -2.648009e-01
## [7916,] 7.401668e-01 -6.006382e-02 -0.5042850965 -2.660963e-01
## [7917,] 1.138498e+00 6.703612e-02 -0.4866058508 -2.644902e-01
## [7918,] 2.901136e-01 -1.021987e-01 -0.4948164438 -2.659116e-01
## [7919,] 1.581087e+00 2.082583e-01 -0.4669622444 -2.627056e-01
## [7920,] 3.178407e-01 -1.694530e-01 -0.5156684578 -2.672994e-01
## [7921,] 1.271275e+00 1.094028e-01 -0.4807127689 -2.639548e-01
## [7922,] 1.005721e+00 2.466947e-02 -0.4924989327 -2.650256e-01
## [7923,] 8.894757e-01 6.367937e-02 -0.4755756400 -2.639947e-01
## [7924,] 1.138498e+00 6.703612e-02 -0.4866058508 -2.644902e-01
## [7925,] -1.967352e-01 -2.575431e-01 -0.5164244108 -2.678746e-01
## [7926,] 9.614617e-01 1.054726e-02 -0.4944632933 -2.652041e-01
## [7927,] 1.404052e+00 1.517694e-01 -0.4748196870 -2.634195e-01
## [7928,] 6.239218e-01 -2.105392e-02 -0.4873618038 -2.650655e-01
## [7929,] 8.046895e-01 -1.410868e-02 -0.4940604908 -2.653363e-01
## [7930,] 3.823633e-01 -1.234979e-01 -0.5054438521 -2.665393e-01
## [7931,] 2.735817e-01 -1.835753e-01 -0.5176328184 -2.674778e-01
## [7932,] 1.168094e-01 -2.082312e-01 -0.5172300159 -2.676101e-01
## [7933,] -8.422186e-02 -2.470094e-01 -0.5187915740 -2.679208e-01
## [7934,] 1.279769e+00 2.066656e+00 0.1489234127 -2.593437e-01
## [7935,] 1.468574e+00 1.977245e-01 -0.4645950813 -2.626594e-01
## [7936,] 1.203020e+00 1.129913e-01 -0.4763812451 -2.637302e-01
## [7937,] 7.604305e-01 -2.823090e-02 -0.4960248514 -2.655148e-01
## [7938,] 1.155030e+00 1.484127e-01 -0.4637894762 -2.629240e-01
## [7939,] 1.380056e+00 1.694801e-01 -0.4685238026 -2.630164e-01
## [7940,] 1.813320e-01 -1.622761e-01 -0.5070054102 -2.668501e-01
## [7941,] 7.604305e-01 -2.823090e-02 -0.4960248514 -2.655148e-01
## [7942,] 1.468574e+00 1.977245e-01 -0.4645950813 -2.626594e-01
## [7943,] 6.036582e-01 -5.288684e-02 -0.4956220489 -2.656471e-01
## [7944,] 4.506176e-01 -1.270864e-01 -0.5097753759 -2.667640e-01
## [7945,] 4.266223e-01 -1.093757e-01 -0.5034794914 -2.663609e-01
## [7946,] 2.991821e-01 7.826506e-02 -0.4428878103 -2.623760e-01
## [7947,] 1.199289e+00 1.625349e-01 -0.4618251156 -2.627455e-01
## [7948,] 1.227016e+00 9.528055e-02 -0.4826771295 -2.641333e-01
## [7949,] 3.178407e-01 -1.694530e-01 -0.5156684578 -2.672994e-01
## [7950,] -4.742632e-02 -1.337999e-01 -0.4877149544 -2.657730e-01
## [7951,] 7.844258e-01 -4.594160e-02 -0.5023207358 -2.659179e-01
## [7952,] 7.364351e-01 -1.052019e-02 -0.4897289670 -2.651117e-01
## [7953,] 2.138222e-01 1.777266e+00 0.1163348869 -2.626420e-01
## [7954,] 2.829145e-02 -2.364756e-01 -0.5211587371 -2.679670e-01
## [7955,] 1.239816e+00 2.262007e-01 -0.4453046255 -2.615824e-01
## [7956,] 9.172028e-01 -3.574956e-03 -0.4964276539 -2.653825e-01
## [7957,] 5.796628e-01 -3.517613e-02 -0.4893261645 -2.652439e-01
## [7958,] 6.508699e-02 -1.232662e-01 -0.4900821175 -2.658192e-01
## [7959,] 8.286848e-01 -3.181939e-02 -0.5003563752 -2.657394e-01
## [7960,] 2.735817e-01 -1.835753e-01 -0.5176328184 -2.674778e-01
## [7961,] 1.408048e-01 -2.259419e-01 -0.5235259003 -2.680132e-01
## [7962,] 8.009577e-01 3.543494e-02 -0.4795043613 -2.643517e-01
## [7963,] 1.094239e+00 5.291390e-02 -0.4885702114 -2.646687e-01
## [7964,] 1.179025e+00 1.307020e-01 -0.4700853607 -2.633271e-01
## [7965,] -2.521893e-01 -1.230344e-01 -0.4747203830 -2.650991e-01
## [7966,] 4.948766e-01 -1.129642e-01 -0.5078110152 -2.665855e-01
## [7967,] 1.315534e+00 1.235250e-01 -0.4787484082 -2.637764e-01
## [7968,] 6.276535e-01 -7.059754e-02 -0.5019179333 -2.660502e-01
## [7969,] 6.479172e-01 -3.876462e-02 -0.4936576883 -2.654686e-01
## [7970,] 1.468574e+00 1.977245e-01 -0.4645950813 -2.626594e-01
## [7971,] 1.158761e+00 9.886904e-02 -0.4783456057 -2.639087e-01
## [7972,] 4.948766e-01 -1.129642e-01 -0.5078110152 -2.665855e-01
## [7973,] 1.601351e+00 2.400912e-01 -0.4587019994 -2.621241e-01
## [7974,] 5.151402e-01 -8.113127e-02 -0.4995507702 -2.660040e-01
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## [7976,] -3.167336e-03 -1.196777e-01 -0.4857505937 -2.655946e-01
## [7977,] 9.134711e-01 4.596867e-02 -0.4818715245 -2.643978e-01
## [7978,] 8.249531e-01 1.772424e-02 -0.4858002457 -2.647548e-01
## [7979,] 2.495863e-01 -1.658646e-01 -0.5113369340 -2.670747e-01
## [7980,] 5.391356e-01 -9.884197e-02 -0.5058466546 -2.664071e-01
## [7981,] 7.604305e-01 -2.823090e-02 -0.4960248514 -2.655148e-01
## [7982,] 5.833946e-01 -8.471976e-02 -0.5038822940 -2.662286e-01
## [7983,] 3.823633e-01 -1.234979e-01 -0.5054438521 -2.665393e-01
## [7984,] 6.361484e-01 1.886655e+00 0.1277182482 -2.614390e-01
## [7985,] 6.719125e-01 -5.647533e-02 -0.4999535727 -2.658717e-01
## [7986,] 4.228906e-01 -5.983208e-02 -0.4889233619 -2.653762e-01
## [7987,] 1.315534e+00 1.235250e-01 -0.4787484082 -2.637764e-01
## [7988,] 7.604305e-01 -2.823090e-02 -0.4960248514 -2.655148e-01
## [7989,] 7.844258e-01 -4.594160e-02 -0.5023207358 -2.659179e-01
## [7990,] 8.009577e-01 3.543494e-02 -0.4795043613 -2.643517e-01
## [7991,] 9.172028e-01 -3.574956e-03 -0.4964276539 -2.653825e-01
## [7992,] 1.223284e+00 1.448242e-01 -0.4681210000 -2.631486e-01
## [7993,] 7.364351e-01 -1.052019e-02 -0.4897289670 -2.651117e-01
## [7994,] 8.249531e-01 1.772424e-02 -0.4858002457 -2.647548e-01
## [7995,] -4.254935e-01 -2.290669e-01 -0.4971339550 -2.667976e-01
## [7996,] 3.141090e-01 -1.199094e-01 -0.5011123283 -2.663147e-01
## [7997,] 7.364351e-01 -1.052019e-02 -0.4897289670 -2.651117e-01
## [7998,] 1.025984e+00 5.650239e-02 -0.4842386876 -2.644440e-01
## [7999,] 5.151402e-01 -8.113127e-02 -0.4995507702 -2.660040e-01
## [8000,] 2.698500e-01 -1.340316e-01 -0.5030766889 -2.664932e-01
## [8001,] 1.356061e+00 1.871908e-01 -0.4622279181 -2.626133e-01
## [8002,] 8.932074e-01 1.413575e-02 -0.4901317695 -2.649794e-01
## [8003,] 8.932074e-01 1.413575e-02 -0.4901317695 -2.649794e-01
## [8004,] 6.441855e-01 1.077900e-02 -0.4791015588 -2.644839e-01
## [8005,] 6.276535e-01 -7.059754e-02 -0.5019179333 -2.660502e-01
## [8006,] 8.489484e-01 1.353265e-05 -0.4920961302 -2.651579e-01
## [8007,] 5.833946e-01 -8.471976e-02 -0.5038822940 -2.662286e-01
## [8008,] 1.038785e+00 1.874226e-01 -0.4468661836 -2.618931e-01
## [8009,] 1.713864e+00 2.506249e-01 -0.4610691625 -2.621702e-01
## [8010,] 1.335797e+00 1.553579e-01 -0.4704881632 -2.631948e-01
## [8011,] 4.506176e-01 -1.270864e-01 -0.5097753759 -2.667640e-01
## [8012,] -2.927166e-01 -1.867003e-01 -0.4912408731 -2.662622e-01
## [8013,] 1.287807e+00 1.907793e-01 -0.4578963943 -2.623886e-01
## [8014,] 6.719125e-01 -5.647533e-02 -0.4999535727 -2.658717e-01
## [8015,] 1.272306e+00 2.165743e+00 0.1780356716 -2.573743e-01
## [8016,] 4.708812e-01 -9.525348e-02 -0.5015151308 -2.661824e-01
## [8017,] -3.535075e-01 -2.821990e-01 -0.5160216083 -2.680069e-01
## [8018,] 1.311802e+00 1.730686e-01 -0.4641922788 -2.627917e-01
## [8019,] 8.932074e-01 1.413575e-02 -0.4901317695 -2.649794e-01
## [8020,] 4.394225e-01 2.154446e-02 -0.4661069874 -2.638100e-01
## [8021,] 4.296099e-03 -2.187649e-01 -0.5148628527 -2.675639e-01
## [8022,] 4.948766e-01 -1.129642e-01 -0.5078110152 -2.665855e-01
## [8023,] 5.391356e-01 -9.884197e-02 -0.5058466546 -2.664071e-01
## [8024,] 1.404052e+00 1.517694e-01 -0.4748196870 -2.634195e-01
## [8025,] 4.746130e-01 -1.447971e-01 -0.5160712603 -2.671671e-01
## [8026,] 1.376324e+00 2.190237e-01 -0.4539676731 -2.620317e-01
## [8027,] 6.881871e-02 -1.728098e-01 -0.5046382470 -2.668039e-01
## [8028,] 3.823633e-01 -1.234979e-01 -0.5054438521 -2.665393e-01
## [8029,] 1.114502e+00 8.474682e-02 -0.4803099664 -2.640871e-01
## [8030,] 6.959079e-01 -7.418603e-02 -0.5062494571 -2.662748e-01
## [8031,] 1.468574e+00 1.977245e-01 -0.4645950813 -2.626594e-01
## [8032,] 1.138498e+00 6.703612e-02 -0.4866058508 -2.644902e-01
## [8033,] -2.924782e+00 -4.430982e-01 -0.4387604810 -2.653784e-01
## [8034,] 2.455973e-02 -1.869320e-01 -0.5066026076 -2.669824e-01
## [8035,] 4.228906e-01 -5.983208e-02 -0.4889233619 -2.653762e-01
## [8036,] 1.492570e+00 1.800138e-01 -0.4708909657 -2.630625e-01
## [8037,] 1.227016e+00 9.528055e-02 -0.4826771295 -2.641333e-01
## [8038,] 1.223284e+00 1.448242e-01 -0.4681210000 -2.631486e-01
## [8039,] 7.161715e-01 -4.235311e-02 -0.4979892121 -2.656932e-01
## [8040,] 6.719125e-01 -5.647533e-02 -0.4999535727 -2.658717e-01
## [8041,] 7.401668e-01 -6.006382e-02 -0.5042850965 -2.660963e-01
## [8042,] 7.769624e-01 5.314564e-02 -0.4732084769 -2.639486e-01
## [8043,] 3.860950e-01 -1.730415e-01 -0.5199999815 -2.675240e-01
## [8044,] 8.692121e-01 3.184645e-02 -0.4838358851 -2.645763e-01
## [8045,] 3.141090e-01 -1.199094e-01 -0.5011123283 -2.663147e-01
## [8046,] 1.573367e-01 -1.445654e-01 -0.5007095257 -2.664470e-01
## [8047,] 4.746130e-01 -1.447971e-01 -0.5160712603 -2.671671e-01
## [8048,] 7.364351e-01 -1.052019e-02 -0.4897289670 -2.651117e-01
## [8049,] 1.219552e+00 1.943678e-01 -0.4535648705 -2.621640e-01
## [8050,] 1.689869e+00 2.683356e-01 -0.4547732781 -2.617671e-01
## [8051,] 4.266223e-01 -1.093757e-01 -0.5034794914 -2.663609e-01
## [8052,] 4.228906e-01 -5.983208e-02 -0.4889233619 -2.653762e-01
## [8053,] 5.151402e-01 -8.113127e-02 -0.4995507702 -2.660040e-01
## [8054,] 8.212214e-01 6.726786e-02 -0.4712441162 -2.637701e-01
## [8055,] 8.692121e-01 3.184645e-02 -0.4838358851 -2.645763e-01
## [8056,] 6.516489e-01 -8.830824e-02 -0.5082138177 -2.664533e-01
## [8057,] 6.681808e-01 -6.931705e-03 -0.4853974432 -2.648870e-01
## [8058,] -6.265248e-01 -2.678451e-01 -0.4986955131 -2.671083e-01
## [8059,] 4.746130e-01 -1.447971e-01 -0.5160712603 -2.671671e-01
## [8060,] 5.796628e-01 -3.517613e-02 -0.4893261645 -2.652439e-01
## [8061,] 2.661183e-01 -8.448802e-02 -0.4885205594 -2.655085e-01
## [8062,] 6.607174e-01 9.215554e-02 -0.4562851842 -2.629177e-01
## [8063,] 1.252042e+00 2.133910e+00 0.1697754266 -2.579559e-01
## [8064,] 6.276535e-01 -7.059754e-02 -0.5019179333 -2.660502e-01
## [8065,] 3.418360e-01 -1.871637e-01 -0.5219643422 -2.677025e-01
## [8066,] 1.492570e+00 1.800138e-01 -0.4708909657 -2.630625e-01
## [8067,] 8.286848e-01 -3.181939e-02 -0.5003563752 -2.657394e-01
## [8068,] 7.604305e-01 -2.823090e-02 -0.4960248514 -2.655148e-01
## [8069,] 8.894757e-01 6.367937e-02 -0.4755756400 -2.639947e-01
## [8070,] 4.708812e-01 -9.525348e-02 -0.5015151308 -2.661824e-01
## [8071,] 1.536828e+00 1.941361e-01 -0.4689266051 -2.628841e-01
## [8072,] 2.698500e-01 -1.340316e-01 -0.5030766889 -2.664932e-01
## [8073,] 8.729438e-01 -1.769717e-02 -0.4983920146 -2.655610e-01
## [8074,] 8.489484e-01 1.353265e-05 -0.4920961302 -2.651579e-01
## [8075,] 9.281406e-02 -1.905205e-01 -0.5109341314 -2.672070e-01
## [8076,] 7.972260e-01 8.497856e-02 -0.4649482318 -2.633670e-01
## [8077,] -1.574622e+00 -3.166935e-01 -0.4671664390 -2.659326e-01
## [8078,] 4.063586e-01 -1.412086e-01 -0.5117397365 -2.669425e-01
## [8079,] 4.303540e-01 -1.589193e-01 -0.5180356209 -2.673456e-01
## [8080,] 8.692121e-01 3.184645e-02 -0.4838358851 -2.645763e-01
## [8081,] 8.489484e-01 1.353265e-05 -0.4920961302 -2.651579e-01
## [8082,] 4.746130e-01 -1.447971e-01 -0.5160712603 -2.671671e-01
## [8083,] 3.823633e-01 -1.234979e-01 -0.5054438521 -2.665393e-01
## [8084,] 1.512833e+00 2.118468e-01 -0.4626307207 -2.624810e-01
## [8085,] -2.649895e-01 -2.539546e-01 -0.5120928870 -2.676500e-01
## [8086,] 1.203020e+00 1.129913e-01 -0.4763812451 -2.637302e-01
## [8087,] 6.921761e-01 -2.464241e-02 -0.4916933276 -2.652901e-01
## [8088,] 6.164584e-01 7.803332e-02 -0.4582495449 -2.630962e-01
## [8089,] 4.836814e-01 3.566668e-02 -0.4641426268 -2.636315e-01
## [8090,] 1.114502e+00 8.474682e-02 -0.4803099664 -2.640871e-01
## [8091,] -9.235374e-01 -2.357804e-01 -0.4750735335 -2.658066e-01
## [8092,] 6.276535e-01 -7.059754e-02 -0.5019179333 -2.660502e-01
## [8093,] 9.374664e-01 2.825796e-02 -0.4881674089 -2.648009e-01
## [8094,] 1.512833e+00 2.118468e-01 -0.4626307207 -2.624810e-01
## [8095,] 7.604305e-01 -2.823090e-02 -0.4960248514 -2.655148e-01
## [8096,] 7.124398e-01 7.190510e-03 -0.4834330826 -2.647086e-01
## [8097,] 1.978639e-01 -8.089953e-02 -0.4841890356 -2.652838e-01
## [8098,] 7.042375e-02 1.067412e-01 -0.4235973545 -2.612990e-01
## [8099,] 1.247279e+00 1.271135e-01 -0.4744168845 -2.635517e-01
## [8100,] -5.785341e-01 -3.032665e-01 -0.5112872820 -2.679145e-01
## [8101,] 6.036582e-01 -5.288684e-02 -0.4956220489 -2.656471e-01
## [8102,] -1.636713e-01 -9.479000e-02 -0.4707916617 -2.647422e-01
## [8103,] 4.266223e-01 -1.093757e-01 -0.5034794914 -2.663609e-01
## [8104,] 7.087081e-01 5.673413e-02 -0.4688769531 -2.637239e-01
## [8105,] 4.708812e-01 -9.525348e-02 -0.5015151308 -2.661824e-01
## [8106,] 7.492353e-01 1.204000e-01 -0.4523564630 -2.625608e-01
## [8107,] 6.881871e-02 -1.728098e-01 -0.5046382470 -2.668039e-01
## [8108,] 6.681808e-01 -6.931705e-03 -0.4853974432 -2.648870e-01
## [8109,] 3.509045e-01 -6.699965e-03 -0.4700357087 -2.641669e-01
## [8110,] 9.654578e-02 -2.400641e-01 -0.5254902609 -2.681917e-01
## [8111,] 1.093460e-01 -1.091440e-01 -0.4881177569 -2.656408e-01
## [8112,] 1.444579e+00 2.154352e-01 -0.4582991969 -2.622563e-01
## [8113,] 7.246663e-01 1.914900e+00 0.1316469695 -2.610821e-01
## [8114,] 8.489484e-01 1.353265e-05 -0.4920961302 -2.651579e-01
## [8115,] -7.427698e-01 -2.288352e-01 -0.4817722204 -2.660775e-01
## [8116,] 7.806941e-01 3.602021e-03 -0.4877646064 -2.649332e-01
## [8117,] -2.041986e-01 -1.584558e-01 -0.4873121518 -2.659053e-01
## [8118,] 8.692121e-01 3.184645e-02 -0.4838358851 -2.645763e-01
## [8119,] 6.276535e-01 -7.059754e-02 -0.5019179333 -2.660502e-01
## [8120,] 1.610684e-01 -1.941090e-01 -0.5152656552 -2.674316e-01
## [8121,] 1.332066e+00 2.049015e-01 -0.4559320337 -2.622101e-01
## [8122,] -2.761847e-01 -1.053237e-01 -0.4684244985 -2.646960e-01
## [8123,] -5.115803e-02 -8.425628e-02 -0.4731588249 -2.647884e-01
## [8124,] 4.026269e-01 -9.166499e-02 -0.4971836070 -2.659578e-01
## [8125,] 4.911449e-01 -6.342056e-02 -0.4932548857 -2.656009e-01
## [8126,] 9.337347e-01 7.780158e-02 -0.4736112794 -2.638163e-01
## [8127,] 3.711681e-01 2.513295e-02 -0.4617754636 -2.635853e-01
## [8128,] 5.354039e-01 -4.929835e-02 -0.4912905251 -2.654224e-01
## [8129,] -1.802033e-01 -1.761665e-01 -0.4936080363 -2.663084e-01
## [8130,] 8.857440e-01 1.132230e-01 -0.4610195105 -2.630101e-01
## [8131,] 1.336829e+00 2.211698e+00 0.1882602773 -2.566143e-01
## [8132,] 7.806941e-01 3.602021e-03 -0.4877646064 -2.649332e-01
## [8133,] 1.332066e+00 2.049015e-01 -0.4559320337 -2.622101e-01
## [8134,] -8.552831e-01 -2.393689e-01 -0.4794050573 -2.660313e-01
## [8135,] 6.479172e-01 -3.876462e-02 -0.4936576883 -2.654686e-01
## [8136,] 6.766756e-01 1.950321e+00 0.1442387383 -2.602759e-01
## [8137,] -1.764750e-01 -2.256936e-01 -0.5082979474 -2.672568e-01
## [8138,] 1.127299e+00 2.156835e-01 -0.4430712439 -2.614999e-01
## [8139,] 6.441820e-01 1.079555e-02 -0.4792353404 -2.644476e-01
## [8140,] -2.724564e-01 -1.548508e-01 -0.4831144096 -2.656444e-01
## [8141,] 1.850603e-01 -2.118031e-01 -0.5216953213 -2.677985e-01
## [8142,] 6.921727e-01 -2.462586e-02 -0.4918271092 -2.652539e-01
## [8143,] 8.212180e-01 6.728441e-02 -0.4713778979 -2.637338e-01
## [8144,] 6.921727e-01 -2.462586e-02 -0.4918271092 -2.652539e-01
## [8145,] 9.374630e-01 2.827451e-02 -0.4883011905 -2.647647e-01
## [8146,] 8.654769e-01 8.140662e-02 -0.4694135372 -2.635553e-01
## [8147,] -4.494923e-01 -2.113397e-01 -0.4909718522 -2.663582e-01
## [8148,] 1.175290e+00 1.802621e-01 -0.4556630128 -2.623061e-01
## [8149,] 1.271271e+00 1.094193e-01 -0.4808465505 -2.639186e-01
## [8150,] 7.566953e-01 2.132927e-02 -0.4816025035 -2.644938e-01
## [8151,] 1.444575e+00 2.154518e-01 -0.4584329785 -2.622200e-01
## [8152,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8153,] 6.516455e-01 -8.829169e-02 -0.5083475994 -2.664170e-01
## [8154,] -1.359477e-01 -1.620278e-01 -0.4917774572 -2.660937e-01
## [8155,] 1.182753e+00 8.117488e-02 -0.4847752718 -2.642755e-01
## [8156,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8157,] 1.271271e+00 1.094193e-01 -0.4808465505 -2.639186e-01
## [8158,] 1.182753e+00 8.117488e-02 -0.4847752718 -2.642755e-01
## [8159,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8160,] 9.374630e-01 2.827451e-02 -0.4883011905 -2.647647e-01
## [8161,] 6.239184e-01 -2.103737e-02 -0.4874955854 -2.650292e-01
## [8162,] 7.401634e-01 -6.004727e-02 -0.5044188781 -2.660601e-01
## [8163,] 1.046245e+00 8.835186e-02 -0.4761122242 -2.638262e-01
## [8164,] 1.448307e+00 1.659082e-01 -0.4729891080 -2.632047e-01
## [8165,] 1.049976e+00 3.880824e-02 -0.4906683537 -2.648108e-01
## [8166,] 1.182753e+00 8.117488e-02 -0.4847752718 -2.642755e-01
## [8167,] 1.356057e+00 1.872074e-01 -0.4623616997 -2.625770e-01
## [8168,] 1.094235e+00 5.293045e-02 -0.4887039930 -2.646324e-01
## [8169,] 2.090557e-01 -2.295138e-01 -0.5279912057 -2.682016e-01
## [8170,] 1.376321e+00 2.190403e-01 -0.4541014547 -2.619954e-01
## [8171,] 8.489450e-01 3.008279e-05 -0.4922299118 -2.651216e-01
## [8172,] 4.303506e-01 -1.589028e-01 -0.5181694025 -2.673093e-01
## [8173,] 2.138188e-01 1.777283e+00 0.1162011053 -2.626057e-01
## [8174,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8175,] 6.959044e-01 -7.416948e-02 -0.5063832387 -2.662385e-01
## [8176,] 1.138494e+00 6.705267e-02 -0.4867396324 -2.644539e-01
## [8177,] 6.073865e-01 -1.024139e-01 -0.5103119600 -2.665954e-01
## [8178,] 7.161681e-01 -4.233656e-02 -0.4981229937 -2.656570e-01
## [8179,] 7.401634e-01 -6.004727e-02 -0.5044188781 -2.660601e-01
## [8180,] 2.082459e-02 -1.373718e-01 -0.4921802598 -2.659614e-01
## [8181,] 6.804039e-01 1.900794e+00 0.1295488272 -2.612242e-01
## [8182,] 9.614583e-01 1.056381e-02 -0.4945970749 -2.651678e-01
## [8183,] 4.468825e-01 -7.752623e-02 -0.4953530280 -2.657430e-01
## [8184,] 7.604271e-01 -2.821435e-02 -0.4961586330 -2.654785e-01
## [8185,] 6.073865e-01 -1.024139e-01 -0.5103119600 -2.665954e-01
## [8186,] 1.049976e+00 3.880824e-02 -0.4906683537 -2.648108e-01
## [8187,] 7.769590e-01 5.316219e-02 -0.4733422585 -2.639123e-01
## [8188,] 6.073865e-01 -1.024139e-01 -0.5103119600 -2.665954e-01
## [8189,] 9.171993e-01 -3.558406e-03 -0.4965614356 -2.653462e-01
## [8190,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8191,] 5.391322e-01 -9.882542e-02 -0.5059804362 -2.663708e-01
## [8192,] 8.729404e-01 -1.768062e-02 -0.4985257962 -2.655247e-01
## [8193,] 6.959044e-01 -7.416948e-02 -0.5063832387 -2.662385e-01
## [8194,] 6.959044e-01 -7.416948e-02 -0.5063832387 -2.662385e-01
## [8195,] 1.758120e+00 2.647637e-01 -0.4592385835 -2.619555e-01
## [8196,] 1.005717e+00 2.468602e-02 -0.4926327143 -2.649893e-01
## [8197,] 4.793727e-01 1.862016e+00 0.1279872691 -2.615350e-01
## [8198,] 9.337313e-01 7.781813e-02 -0.4737450610 -2.637800e-01
## [8199,] 1.182753e+00 8.117488e-02 -0.4847752718 -2.642755e-01
## [8200,] 9.614583e-01 1.056381e-02 -0.4945970749 -2.651678e-01
## [8201,] 4.303506e-01 -1.589028e-01 -0.5181694025 -2.673093e-01
## [8202,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8203,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8204,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8205,] 1.359789e+00 1.376637e-01 -0.4769178292 -2.635616e-01
## [8206,] 7.844224e-01 -4.592505e-02 -0.5024545175 -2.658816e-01
## [8207,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8208,] 1.448307e+00 1.659082e-01 -0.4729891080 -2.632047e-01
## [8209,] 9.171993e-01 -3.558406e-03 -0.4965614356 -2.653462e-01
## [8210,] 1.359789e+00 1.376637e-01 -0.4769178292 -2.635616e-01
## [8211,] 7.401634e-01 -6.004727e-02 -0.5044188781 -2.660601e-01
## [8212,] 9.614583e-01 1.056381e-02 -0.4945970749 -2.651678e-01
## [8213,] 1.359789e+00 1.376637e-01 -0.4769178292 -2.635616e-01
## [8214,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8215,] 1.179022e+00 1.307185e-01 -0.4702191423 -2.632908e-01
## [8216,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8217,] 7.161681e-01 -4.233656e-02 -0.4981229937 -2.656570e-01
## [8218,] 1.581084e+00 2.082748e-01 -0.4670960261 -2.626693e-01
## [8219,] 1.713861e+00 2.506415e-01 -0.4612029442 -2.621340e-01
## [8220,] 9.614583e-01 1.056381e-02 -0.4945970749 -2.651678e-01
## [8221,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8222,] -6.099963e-01 -1.864520e-01 -0.4760129202 -2.655058e-01
## [8223,] -6.985142e-01 -2.146964e-01 -0.4799416414 -2.658627e-01
## [8224,] 6.073865e-01 -1.024139e-01 -0.5103119600 -2.665954e-01
## [8225,] 1.005717e+00 2.468602e-02 -0.4926327143 -2.649893e-01
## [8226,] 4.708778e-01 -9.523693e-02 -0.5016489124 -2.661461e-01
## [8227,] 1.315530e+00 1.235415e-01 -0.4788821899 -2.637401e-01
## [8228,] 1.713861e+00 2.506415e-01 -0.4612029442 -2.621340e-01
## [8229,] 1.404048e+00 1.517860e-01 -0.4749534686 -2.633832e-01
## [8230,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8231,] 1.271271e+00 1.094193e-01 -0.4808465505 -2.639186e-01
## [8232,] 3.583645e-01 -1.057707e-01 -0.4992817492 -2.661000e-01
## [8233,] 1.203017e+00 1.130078e-01 -0.4765150267 -2.636939e-01
## [8234,] 1.541588e+00 2.200949e+00 0.1751319243 -2.572520e-01
## [8235,] 5.833911e-01 -8.470321e-02 -0.5040160756 -2.661923e-01
## [8236,] 1.802379e+00 2.788859e-01 -0.4572742229 -2.617770e-01
## [8237,] 7.844224e-01 -4.592505e-02 -0.5024545175 -2.658816e-01
## [8238,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8239,] 1.094235e+00 5.293045e-02 -0.4887039930 -2.646324e-01
## [8240,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8241,] 6.921727e-01 -2.462586e-02 -0.4918271092 -2.652539e-01
## [8242,] 1.370696e-01 -1.763817e-01 -0.5091035524 -2.669923e-01
## [8243,] 7.401634e-01 -6.004727e-02 -0.5044188781 -2.660601e-01
## [8244,] 1.247276e+00 1.271300e-01 -0.4745506661 -2.635154e-01
## [8245,] -6.396165e-02 -2.151599e-01 -0.5106651105 -2.673030e-01
## [8246,] 1.359789e+00 1.376637e-01 -0.4769178292 -2.635616e-01
## [8247,] 7.374631e-01 2.045837e+00 0.1688856919 -2.584949e-01
## [8248,] 1.557089e+00 2.259855e-01 -0.4608001416 -2.622662e-01
## [8249,] 1.400316e+00 2.013296e-01 -0.4603973391 -2.623985e-01
## [8250,] 1.625343e+00 2.223970e-01 -0.4651316654 -2.624909e-01
## [8251,] 1.168060e-01 -2.082147e-01 -0.5173637975 -2.675738e-01
## [8252,] 8.654769e-01 8.140662e-02 -0.4694135372 -2.635553e-01
## [8253,] 1.448307e+00 1.659082e-01 -0.4729891080 -2.632047e-01
## [8254,] 5.833911e-01 -8.470321e-02 -0.5040160756 -2.661923e-01
## [8255,] 6.516455e-01 -8.829169e-02 -0.5083475994 -2.664170e-01
## [8256,] 1.247276e+00 1.271300e-01 -0.4745506661 -2.635154e-01
## [8257,] 3.178373e-01 -1.694365e-01 -0.5158022394 -2.672631e-01
## [8258,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8259,] 6.921727e-01 -2.462586e-02 -0.4918271092 -2.652539e-01
## [8260,] 2.218559e-01 -9.859368e-02 -0.4906187017 -2.656507e-01
## [8261,] 5.593958e-01 -6.699250e-02 -0.4977201911 -2.657892e-01
## [8262,] 1.444575e+00 2.154518e-01 -0.4584329785 -2.622200e-01
## [8263,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8264,] 9.171993e-01 -3.558406e-03 -0.4965614356 -2.653462e-01
## [8265,] 3.620962e-01 -1.553143e-01 -0.5138378787 -2.670846e-01
## [8266,] 1.049976e+00 3.880824e-02 -0.4906683537 -2.648108e-01
## [8267,] 6.959044e-01 -7.416948e-02 -0.5063832387 -2.662385e-01
## [8268,] 4.303506e-01 -1.589028e-01 -0.5181694025 -2.673093e-01
## [8269,] 4.911415e-01 -6.340401e-02 -0.4933886673 -2.655646e-01
## [8270,] 1.070240e+00 7.064116e-02 -0.4824081086 -2.642293e-01
## [8271,] 1.227012e+00 9.529710e-02 -0.4828109111 -2.640970e-01
## [8272,] 8.729404e-01 -1.768062e-02 -0.4985257962 -2.655247e-01
## [8273,] 6.681774e-01 -6.915155e-03 -0.4855312248 -2.648507e-01
## [8274,] 6.959044e-01 -7.416948e-02 -0.5063832387 -2.662385e-01
## [8275,] 4.228871e-01 -5.981553e-02 -0.4890571436 -2.653399e-01
## [8276,] 1.557089e+00 2.259855e-01 -0.4608001416 -2.622662e-01
## [8277,] 9.699532e-01 1.967817e+00 0.1350391066 -2.605566e-01
## [8278,] 1.001986e+00 7.422965e-02 -0.4780765848 -2.640046e-01
## [8279,] 7.844224e-01 -4.592505e-02 -0.5024545175 -2.658816e-01
## [8280,] 9.902168e-01 1.999650e+00 0.1432993517 -2.599750e-01
## [8281,] 9.614583e-01 1.056381e-02 -0.4945970749 -2.651678e-01
## [8282,] 1.005717e+00 2.468602e-02 -0.4926327143 -2.649893e-01
## [8283,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8284,] 1.182753e+00 8.117488e-02 -0.4847752718 -2.642755e-01
## [8285,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8286,] 4.506142e-01 -1.270699e-01 -0.5099091575 -2.667277e-01
## [8287,] 1.070240e+00 7.064116e-02 -0.4824081086 -2.642293e-01
## [8288,] 1.645607e+00 2.542299e-01 -0.4568714204 -2.619093e-01
## [8289,] 1.468571e+00 1.977411e-01 -0.4647288629 -2.626232e-01
## [8290,] 1.155026e+00 1.484292e-01 -0.4639232578 -2.628877e-01
## [8291,] 5.999231e-01 -3.326666e-03 -0.4811997010 -2.646261e-01
## [8292,] 1.090504e+00 1.024741e-01 -0.4741478635 -2.636477e-01
## [8293,] 7.972226e-01 8.499511e-02 -0.4650820134 -2.633307e-01
## [8294,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8295,] 3.620962e-01 -1.553143e-01 -0.5138378787 -2.670846e-01
## [8296,] 4.671461e-01 -4.569331e-02 -0.4870927829 -2.651615e-01
## [8297,] 1.049976e+00 3.880824e-02 -0.4906683537 -2.648108e-01
## [8298,] 1.380053e+00 1.694967e-01 -0.4686575842 -2.629801e-01
## [8299,] 2.828803e-02 -2.364591e-01 -0.5212925187 -2.679307e-01
## [8300,] 1.158758e+00 9.888559e-02 -0.4784793873 -2.638724e-01
## [8301,] 3.418326e-01 -1.871472e-01 -0.5220981238 -2.676662e-01
## [8302,] -1.320267e+00 -8.331277e-02 -0.4118456683 -2.618716e-01
## [8303,] 1.094235e+00 5.293045e-02 -0.4887039930 -2.646324e-01
## [8304,] -3.836126e-02 4.668044e-02 -0.4359201024 -2.622012e-01
## [8305,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8306,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8307,] 2.053239e-01 -1.799702e-01 -0.5134350762 -2.672169e-01
## [8308,] 9.374630e-01 2.827451e-02 -0.4883011905 -2.647647e-01
## [8309,] 8.249497e-01 1.774079e-02 -0.4859340273 -2.647185e-01
## [8310,] 6.276501e-01 -7.058099e-02 -0.5020517149 -2.660139e-01
## [8311,] 1.138494e+00 6.705267e-02 -0.4867396324 -2.644539e-01
## [8312,] 5.391322e-01 -9.882542e-02 -0.5059804362 -2.663708e-01
## [8313,] 7.161681e-01 -4.233656e-02 -0.4981229937 -2.656570e-01
## [8314,] 1.492566e+00 1.800304e-01 -0.4710247473 -2.630263e-01
## [8315,] 1.557089e+00 2.259855e-01 -0.4608001416 -2.622662e-01
## [8316,] 7.449265e-01 1.946749e+00 0.1397734329 -2.604642e-01
## [8317,] 8.489450e-01 3.008279e-05 -0.4922299118 -2.651216e-01
## [8318,] 8.654769e-01 8.140662e-02 -0.4694135372 -2.635553e-01
## [8319,] 6.959044e-01 -7.416948e-02 -0.5063832387 -2.662385e-01
## [8320,] -3.647060e-01 -1.335516e-01 -0.4724870014 -2.650166e-01
## [8321,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8322,] 1.359789e+00 1.376637e-01 -0.4769178292 -2.635616e-01
## [8323,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8324,] 9.097359e-01 9.552884e-02 -0.4674491766 -2.633769e-01
## [8325,] 1.090504e+00 1.024741e-01 -0.4741478635 -2.636477e-01
## [8326,] 4.468825e-01 -7.752623e-02 -0.4953530280 -2.657430e-01
## [8327,] 1.114499e+00 8.476337e-02 -0.4804437480 -2.640508e-01
## [8328,] 1.049976e+00 3.880824e-02 -0.4906683537 -2.648108e-01
## [8329,] 4.303506e-01 -1.589028e-01 -0.5181694025 -2.673093e-01
## [8330,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8331,] 7.161681e-01 -4.233656e-02 -0.4981229937 -2.656570e-01
## [8332,] 9.374630e-01 2.827451e-02 -0.4883011905 -2.647647e-01
## [8333,] 3.178373e-01 -1.694365e-01 -0.5158022394 -2.672631e-01
## [8334,] 4.708778e-01 -9.523693e-02 -0.5016489124 -2.661461e-01
## [8335,] 1.424312e+00 1.836189e-01 -0.4666932235 -2.628016e-01
## [8336,] 3.418326e-01 -1.871472e-01 -0.5220981238 -2.676662e-01
## [8337,] 1.669602e+00 2.365192e-01 -0.4631673048 -2.623124e-01
## [8338,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8339,] 3.620962e-01 -1.553143e-01 -0.5138378787 -2.670846e-01
## [8340,] -1.987883e+00 -2.456024e-01 -0.4267549483 -2.635638e-01
## [8341,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8342,] -2.836267e+00 -4.148372e-01 -0.4349655414 -2.649852e-01
## [8343,] 1.094235e+00 5.293045e-02 -0.4887039930 -2.646324e-01
## [8344,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8345,] 4.303506e-01 -1.589028e-01 -0.5181694025 -2.673093e-01
## [8346,] 1.404048e+00 1.517860e-01 -0.4749534686 -2.633832e-01
## [8347,] 4.762146e-01 1.347705e-01 -0.4351641494 -2.616259e-01
## [8348,] -6.769337e-02 -1.656163e-01 -0.4961089810 -2.663183e-01
## [8349,] 1.448307e+00 1.659082e-01 -0.4729891080 -2.632047e-01
## [8350,] 1.219549e+00 1.943843e-01 -0.4536986522 -2.621277e-01
## [8351,] 3.503274e-01 1.770106e+00 0.1075380577 -2.630550e-01
## [8352,] 2.293193e-01 -1.976809e-01 -0.5197309606 -2.676200e-01
## [8353,] 7.806907e-01 3.618571e-03 -0.4878983880 -2.648969e-01
## [8354,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8355,] 3.860916e-01 -1.730250e-01 -0.5201337632 -2.674877e-01
## [8356,] 6.601403e-01 1.868961e+00 0.1212885822 -2.618058e-01
## [8357,] 1.130743e-01 -1.586710e-01 -0.5028076680 -2.665891e-01
## [8358,] 3.823599e-01 -1.234814e-01 -0.5055776337 -2.665031e-01
## [8359,] 3.306375e-01 -3.851633e-02 -0.4784297353 -2.647122e-01
## [8360,] 3.178373e-01 -1.694365e-01 -0.5158022394 -2.672631e-01
## [8361,] 5.033680e-01 1.844305e+00 0.1216913847 -2.619381e-01
## [8362,] 4.266188e-01 -1.093591e-01 -0.5036132730 -2.663246e-01
## [8363,] 9.459578e-01 1.985528e+00 0.1413349910 -2.601535e-01
## [8364,] -6.396165e-02 -2.151599e-01 -0.5106651105 -2.673030e-01
## [8365,] 1.138494e+00 6.705267e-02 -0.4867396324 -2.644539e-01
## [8366,] 1.333379e-01 -1.268381e-01 -0.4945474229 -2.660076e-01
## [8367,] -1.216822e+00 -2.532428e-01 -0.4661414650 -2.654533e-01
## [8368,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8369,] 1.127299e+00 2.156835e-01 -0.4430712439 -2.614999e-01
## [8370,] 1.179022e+00 1.307185e-01 -0.4702191423 -2.632908e-01
## [8371,] 4.026235e-01 -9.164844e-02 -0.4973173886 -2.659215e-01
## [8372,] 1.333379e-01 -1.268381e-01 -0.4945474229 -2.660076e-01
## [8373,] 8.729404e-01 -1.768062e-02 -0.4985257962 -2.655247e-01
## [8374,] 2.938419e-01 -1.517258e-01 -0.5095063549 -2.668600e-01
## [8375,] 8.046860e-01 -1.409213e-02 -0.4941942724 -2.653000e-01
## [8376,] -5.380102e-01 -2.395841e-01 -0.4949005734 -2.667151e-01
## [8377,] 8.046860e-01 -1.409213e-02 -0.4941942724 -2.653000e-01
## [8378,] 9.577266e-01 6.010743e-02 -0.4800409454 -2.641831e-01
## [8379,] 5.759277e-01 1.438404e-02 -0.4749038166 -2.642230e-01
## [8380,] 8.729404e-01 -1.768062e-02 -0.4985257962 -2.655247e-01
## [8381,] -3.887014e-01 -1.158409e-01 -0.4661911170 -2.646135e-01
## [8382,] 7.401634e-01 -6.004727e-02 -0.5044188781 -2.660601e-01
## [8383,] 1.444575e+00 2.154518e-01 -0.4584329785 -2.622200e-01
## [8384,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8385,] 1.005717e+00 2.468602e-02 -0.4926327143 -2.649893e-01
## [8386,] 8.729404e-01 -1.768062e-02 -0.4985257962 -2.655247e-01
## [8387,] 8.414816e-01 9.911733e-02 -0.4631176528 -2.631522e-01
## [8388,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8389,] 1.669602e+00 2.365192e-01 -0.4631673048 -2.623124e-01
## [8390,] 1.247276e+00 1.271300e-01 -0.4745506661 -2.635154e-01
## [8391,] 3.418326e-01 -1.871472e-01 -0.5220981238 -2.676662e-01
## [8392,] 7.161681e-01 -4.233656e-02 -0.4981229937 -2.656570e-01
## [8393,] 1.134763e+00 1.165963e-01 -0.4721835029 -2.634693e-01
## [8394,] 1.182753e+00 8.117488e-02 -0.4847752718 -2.642755e-01
## [8395,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8396,] 4.303506e-01 -1.589028e-01 -0.5181694025 -2.673093e-01
## [8397,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8398,] 6.073865e-01 -1.024139e-01 -0.5103119600 -2.665954e-01
## [8399,] 1.533093e+00 2.436962e-01 -0.4545042572 -2.618631e-01
## [8400,] 3.823599e-01 -1.234814e-01 -0.5055776337 -2.665031e-01
## [8401,] 1.601348e+00 2.401077e-01 -0.4588357810 -2.620878e-01
## [8402,] 7.806907e-01 3.618571e-03 -0.4878983880 -2.648969e-01
## [8403,] 1.130743e-01 -1.586710e-01 -0.5028076680 -2.665891e-01
## [8404,] 1.022249e+00 1.060626e-01 -0.4698163397 -2.634231e-01
## [8405,] 8.249497e-01 1.774079e-02 -0.4859340273 -2.647185e-01
## [8406,] 1.070240e+00 7.064116e-02 -0.4824081086 -2.642293e-01
## [8407,] 2.735783e-01 -1.835587e-01 -0.5177666000 -2.674415e-01
## [8408,] -1.970267e-02 -2.010377e-01 -0.5087007499 -2.671245e-01
## [8409,] 4.634144e-01 3.850311e-03 -0.4725366534 -2.641768e-01
## [8410,] 2.938419e-01 -1.517258e-01 -0.5095063549 -2.668600e-01
## [8411,] -1.244549e+00 -1.859885e-01 -0.4452894511 -2.640656e-01
## [8412,] 6.881529e-02 -1.727932e-01 -0.5047720286 -2.667676e-01
## [8413,] 7.049729e-01 1.062943e-01 -0.4544546052 -2.627030e-01
## [8414,] 2.938419e-01 -1.517258e-01 -0.5095063549 -2.668600e-01
## [8415,] 2.293193e-01 -1.976809e-01 -0.5197309606 -2.676200e-01
## [8416,] 5.796594e-01 -3.515958e-02 -0.4894599461 -2.652077e-01
## [8417,] 8.046860e-01 -1.409213e-02 -0.4941942724 -2.653000e-01
## [8418,] 4.959046e-01 1.943393e+00 0.1508036437 -2.599687e-01
## [8419,] 1.376321e+00 2.190403e-01 -0.4541014547 -2.619954e-01
## [8420,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8421,] 1.464839e+00 2.472847e-01 -0.4501727334 -2.616385e-01
## [8422,] 6.036548e-01 -5.287029e-02 -0.4957558305 -2.656108e-01
## [8423,] -1.082206e-01 -2.292821e-01 -0.5126294712 -2.674814e-01
## [8424,] 1.420580e+00 2.331625e-01 -0.4521370940 -2.618169e-01
## [8425,] 1.775969e-01 -1.127159e-01 -0.4925830623 -2.658291e-01
## [8426,] 8.046860e-01 -1.409213e-02 -0.4941942724 -2.653000e-01
## [8427,] 1.488834e+00 2.295740e-01 -0.4564686178 -2.620416e-01
## [8428,] 5.833911e-01 -8.470321e-02 -0.5040160756 -2.661923e-01
## [8429,] 1.086772e+00 1.520177e-01 -0.4595917341 -2.626631e-01
## [8430,] 5.391322e-01 -9.882542e-02 -0.5059804362 -2.663708e-01
## [8431,] 8.932040e-01 1.415230e-02 -0.4902655511 -2.649431e-01
## [8432,] -1.172563e+00 -2.391206e-01 -0.4641771044 -2.652749e-01
## [8433,] 4.634144e-01 3.850311e-03 -0.4725366534 -2.641768e-01
## [8434,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8435,] 4.948732e-01 -1.129476e-01 -0.5079447968 -2.665493e-01
## [8436,] 2.506143e-01 1.890492e+00 0.1472777249 -2.604579e-01
## [8437,] 3.178373e-01 -1.694365e-01 -0.5158022394 -2.672631e-01
## [8438,] 3.546328e-01 -5.622704e-02 -0.4847256198 -2.651153e-01
## [8439,] -5.380102e-01 -2.395841e-01 -0.4949005734 -2.667151e-01
## [8440,] -6.745189e-01 -2.324071e-01 -0.4862375259 -2.662658e-01
## [8441,] 3.951601e-01 7.438800e-03 -0.4682051296 -2.639522e-01
## [8442,] 3.620962e-01 -1.553143e-01 -0.5138378787 -2.670846e-01
## [8443,] 3.178373e-01 -1.694365e-01 -0.5158022394 -2.672631e-01
## [8444,] 5.833911e-01 -8.470321e-02 -0.5040160756 -2.661923e-01
## [8445,] 6.719091e-01 -5.645878e-02 -0.5000873543 -2.658354e-01
## [8446,] 4.394190e-01 2.156101e-02 -0.4662407690 -2.637737e-01
## [8447,] 7.806907e-01 3.618571e-03 -0.4878983880 -2.648969e-01
## [8448,] 9.705268e-01 1.910276e-01 -0.4426684414 -2.616322e-01
## [8449,] 1.025981e+00 5.651894e-02 -0.4843724692 -2.644077e-01
## [8450,] -2.447293e-01 -2.221051e-01 -0.5039664236 -2.670322e-01
## [8451,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8452,] -1.359477e-01 -1.620278e-01 -0.4917774572 -2.660937e-01
## [8453,] 8.212180e-01 6.728441e-02 -0.4713778979 -2.637338e-01
## [8454,] 4.671461e-01 -4.569331e-02 -0.4870927829 -2.651615e-01
## [8455,] 4.634144e-01 3.850311e-03 -0.4725366534 -2.641768e-01
## [8456,] -1.687139e+00 -3.272106e-01 -0.4649330574 -2.658502e-01
## [8457,] -6.769337e-02 -1.656163e-01 -0.4961089810 -2.663183e-01
## [8458,] 8.932040e-01 1.415230e-02 -0.4902655511 -2.649431e-01
## [8459,] 7.161681e-01 -4.233656e-02 -0.4981229937 -2.656570e-01
## [8460,] 3.269057e-01 1.102729e-02 -0.4638736058 -2.637275e-01
## [8461,] 3.988918e-01 -4.210482e-02 -0.4827612591 -2.649368e-01
## [8462,] 8.489450e-01 3.008279e-05 -0.4922299118 -2.651216e-01
## [8463,] 1.049976e+00 3.880824e-02 -0.4906683537 -2.648108e-01
## [8464,] 5.391322e-01 -9.882542e-02 -0.5059804362 -2.663708e-01
## [8465,] 2.015922e-01 -1.304266e-01 -0.4988789467 -2.662322e-01
## [8466,] 8.857406e-01 1.132395e-01 -0.4611532922 -2.629738e-01
## [8467,] 7.087046e-01 5.675068e-02 -0.4690107347 -2.636876e-01
## [8468,] 5.593958e-01 -6.699250e-02 -0.4977201911 -2.657892e-01
## [8469,] 6.239184e-01 -2.103737e-02 -0.4874955854 -2.650292e-01
## [8470,] -9.107407e-01 -1.048437e-01 -0.4378348111 -2.632195e-01
## [8471,] 6.201867e-01 2.850625e-02 -0.4729394560 -2.640445e-01
## [8472,] -4.569557e-01 -1.122524e-01 -0.4618595932 -2.643889e-01
## [8473,] 1.610650e-01 -1.940924e-01 -0.5153994368 -2.673954e-01
## [8474,] 5.151368e-01 -8.111472e-02 -0.4996845518 -2.659677e-01
## [8475,] 7.529636e-01 7.087290e-02 -0.4670463741 -2.635092e-01
## [8476,] 4.468825e-01 -7.752623e-02 -0.4953530280 -2.657430e-01
## [8477,] 3.860916e-01 -1.730250e-01 -0.5201337632 -2.674877e-01
## [8478,] 6.959044e-01 -7.416948e-02 -0.5063832387 -2.662385e-01
## [8479,] 1.400316e+00 2.013296e-01 -0.4603973391 -2.623985e-01
## [8480,] 7.806907e-01 3.618571e-03 -0.4878983880 -2.648969e-01
## [8481,] 1.775969e-01 -1.127159e-01 -0.4925830623 -2.658291e-01
## [8482,] -3.849697e-01 -1.653845e-01 -0.4807472465 -2.655982e-01
## [8483,] 1.025981e+00 5.651894e-02 -0.4843724692 -2.644077e-01
## [8484,] -3.556376e-01 4.691218e-02 -0.4205583679 -2.614811e-01
## [8485,] 5.076734e-01 1.797253e-02 -0.4705722928 -2.639984e-01
## [8486,] -2.889883e-01 -2.362273e-01 -0.5059307842 -2.672106e-01
## [8487,] 7.401634e-01 -6.004727e-02 -0.5044188781 -2.660601e-01
## [8488,] -2.964517e-01 -1.371401e-01 -0.4768185252 -2.652413e-01
## [8489,] 7.401634e-01 -6.004727e-02 -0.5044188781 -2.660601e-01
## [8490,] 9.422261e-01 2.035071e+00 0.1558911205 -2.591688e-01
## [8491,] -7.667686e-01 -2.111079e-01 -0.4756101176 -2.656381e-01
## [8492,] -6.505235e-01 -2.501178e-01 -0.4925334103 -2.666689e-01
## [8493,] 1.333379e-01 -1.268381e-01 -0.4945474229 -2.660076e-01
## [8494,] 1.005717e+00 2.468602e-02 -0.4926327143 -2.649893e-01
## [8495,] 1.094235e+00 5.293045e-02 -0.4887039930 -2.646324e-01
## [8496,] 4.836780e-01 3.568323e-02 -0.4642764084 -2.635952e-01
## [8497,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8498,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8499,] 1.062776e+00 1.697284e-01 -0.4532958496 -2.622599e-01
## [8500,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8501,] 1.359789e+00 1.376637e-01 -0.4769178292 -2.635616e-01
## [8502,] 6.516455e-01 -8.829169e-02 -0.5083475994 -2.664170e-01
## [8503,] 1.589579e+00 2.165528e+00 0.1625401555 -2.580582e-01
## [8504,] 1.488834e+00 2.295740e-01 -0.4564686178 -2.620416e-01
## [8505,] 1.247276e+00 1.271300e-01 -0.4745506661 -2.635154e-01
## [8506,] 7.124364e-01 7.207060e-03 -0.4835668642 -2.646723e-01
## [8507,] 1.182753e+00 8.117488e-02 -0.4847752718 -2.642755e-01
## [8508,] 1.025981e+00 5.651894e-02 -0.4843724692 -2.644077e-01
## [8509,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8510,] 6.479137e-01 -3.874807e-02 -0.4937914699 -2.654323e-01
## [8511,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8512,] 5.391322e-01 -9.882542e-02 -0.5059804362 -2.663708e-01
## [8513,] 1.070240e+00 7.064116e-02 -0.4824081086 -2.642293e-01
## [8514,] 2.495829e-01 -1.658480e-01 -0.5114707156 -2.670384e-01
## [8515,] 6.158813e-01 1.854839e+00 0.1193242215 -2.619843e-01
## [8516,] 5.593958e-01 -6.699250e-02 -0.4977201911 -2.657892e-01
## [8517,] 6.036548e-01 -5.287029e-02 -0.4957558305 -2.656108e-01
## [8518,] 6.239184e-01 -2.103737e-02 -0.4874955854 -2.650292e-01
## [8519,] 1.046245e+00 8.835186e-02 -0.4761122242 -2.638262e-01
## [8520,] 5.354004e-01 -4.928180e-02 -0.4914243067 -2.653861e-01
## [8521,] 7.364317e-01 -1.050364e-02 -0.4898627486 -2.650754e-01
## [8522,] 1.219549e+00 1.943843e-01 -0.4536986522 -2.621277e-01
## [8523,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8524,] 8.489450e-01 3.008279e-05 -0.4922299118 -2.651216e-01
## [8525,] 1.424312e+00 1.836189e-01 -0.4666932235 -2.628016e-01
## [8526,] 8.932040e-01 1.415230e-02 -0.4902655511 -2.649431e-01
## [8527,] 4.506142e-01 -1.270699e-01 -0.5099091575 -2.667277e-01
## [8528,] 8.894723e-01 6.369592e-02 -0.4757094216 -2.639585e-01
## [8529,] -1.136341e+00 1.650878e+00 0.1446070633 -2.620515e-01
## [8530,] 6.766722e-01 1.950338e+00 0.1441049567 -2.602396e-01
## [8531,] 2.901102e-01 -1.021822e-01 -0.4949502255 -2.658753e-01
## [8532,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8533,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8534,] 4.303506e-01 -1.589028e-01 -0.5181694025 -2.673093e-01
## [8535,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8536,] 9.699532e-01 1.967817e+00 0.1350391066 -2.605566e-01
## [8537,] 2.533146e-01 -2.153916e-01 -0.5260268451 -2.680231e-01
## [8538,] 4.948732e-01 -1.129476e-01 -0.5079447968 -2.665493e-01
## [8539,] 9.614583e-01 1.056381e-02 -0.4945970749 -2.651678e-01
## [8540,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8541,] 3.178373e-01 -1.694365e-01 -0.5158022394 -2.672631e-01
## [8542,] 1.005717e+00 2.468602e-02 -0.4926327143 -2.649893e-01
## [8543,] 7.246629e-01 1.914916e+00 0.1315131879 -2.610458e-01
## [8544,] 1.014786e+00 2.051498e-01 -0.4407040808 -2.614537e-01
## [8545,] 1.271271e+00 1.094193e-01 -0.4808465505 -2.639186e-01
## [8546,] 1.713861e+00 2.506415e-01 -0.4612029442 -2.621340e-01
## [8547,] 1.701334e-01 -1.362865e-02 -0.4634708033 -2.638598e-01
## [8548,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8549,] 1.813286e-01 -1.622595e-01 -0.5071391918 -2.668138e-01
## [8550,] 6.516455e-01 -8.829169e-02 -0.5083475994 -2.664170e-01
## [8551,] 6.719091e-01 -5.645878e-02 -0.5000873543 -2.658354e-01
## [8552,] 2.090557e-01 -2.295138e-01 -0.5279912057 -2.682016e-01
## [8553,] 1.713861e+00 2.506415e-01 -0.4612029442 -2.621340e-01
## [8554,] 8.580135e-01 1.804939e-01 -0.4403012782 -2.615860e-01
## [8555,] 7.401634e-01 -6.004727e-02 -0.5044188781 -2.660601e-01
## [8556,] 3.860916e-01 -1.730250e-01 -0.5201337632 -2.674877e-01
## [8557,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8558,] 1.647967e-01 -2.436361e-01 -0.5299555663 -2.683800e-01
## [8559,] 6.516455e-01 -8.829169e-02 -0.5083475994 -2.664170e-01
## [8560,] -9.542043e-02 -9.836194e-02 -0.4752569671 -2.649305e-01
## [8561,] 3.951601e-01 7.438800e-03 -0.4682051296 -2.639522e-01
## [8562,] 2.533146e-01 -2.153916e-01 -0.5260268451 -2.680231e-01
## [8563,] 6.073865e-01 -1.024139e-01 -0.5103119600 -2.665954e-01
## [8564,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8565,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8566,] 7.972226e-01 8.499511e-02 -0.4650820134 -2.633307e-01
## [8567,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8568,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8569,] 7.929172e-01 1.911328e+00 0.1271816641 -2.612704e-01
## [8570,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8571,] 5.391322e-01 -9.882542e-02 -0.5059804362 -2.663708e-01
## [8572,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8573,] 1.850603e-01 -2.118031e-01 -0.5216953213 -2.677985e-01
## [8574,] 1.056108e-01 -5.958379e-02 -0.4736954090 -2.646198e-01
## [8575,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8576,] 3.418326e-01 -1.871472e-01 -0.5220981238 -2.676662e-01
## [8577,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8578,] 1.359789e+00 1.376637e-01 -0.4769178292 -2.635616e-01
## [8579,] 1.581084e+00 2.082748e-01 -0.4670960261 -2.626693e-01
## [8580,] 1.247276e+00 1.271300e-01 -0.4745506661 -2.635154e-01
## [8581,] 1.223280e+00 1.448407e-01 -0.4682547816 -2.631123e-01
## [8582,] 7.401634e-01 -6.004727e-02 -0.5044188781 -2.660601e-01
## [8583,] 4.303506e-01 -1.589028e-01 -0.5181694025 -2.673093e-01
## [8584,] 4.026235e-01 -9.164844e-02 -0.4973173886 -2.659215e-01
## [8585,] 1.850603e-01 -2.118031e-01 -0.5216953213 -2.677985e-01
## [8586,] 1.408013e-01 -2.259254e-01 -0.5236596819 -2.679769e-01
## [8587,] 1.138494e+00 6.705267e-02 -0.4867396324 -2.644539e-01
## [8588,] 3.860916e-01 -1.730250e-01 -0.5201337632 -2.674877e-01
## [8589,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8590,] 2.293193e-01 -1.976809e-01 -0.5197309606 -2.676200e-01
## [8591,] 4.506142e-01 -1.270699e-01 -0.5099091575 -2.667277e-01
## [8592,] 1.557089e+00 2.259855e-01 -0.4608001416 -2.622662e-01
## [8593,] 1.168060e-01 -2.082147e-01 -0.5173637975 -2.675738e-01
## [8594,] 8.729404e-01 -1.768062e-02 -0.4985257962 -2.655247e-01
## [8595,] 1.359789e+00 1.376637e-01 -0.4769178292 -2.635616e-01
## [8596,] 4.303506e-01 -1.589028e-01 -0.5181694025 -2.673093e-01
## [8597,] 5.476270e-01 1.858428e+00 0.1236557453 -2.617596e-01
## [8598,] 2.533146e-01 -2.153916e-01 -0.5260268451 -2.680231e-01
## [8599,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8600,] 9.699532e-01 1.967817e+00 0.1350391066 -2.605566e-01
## [8601,] 1.090504e+00 1.024741e-01 -0.4741478635 -2.636477e-01
## [8602,] 1.380053e+00 1.694967e-01 -0.4686575842 -2.629801e-01
## [8603,] 3.583645e-01 -1.057707e-01 -0.4992817492 -2.661000e-01
## [8604,] 5.918860e-01 1.872550e+00 0.1256201060 -2.615812e-01
## [8605,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8606,] 3.860916e-01 -1.730250e-01 -0.5201337632 -2.674877e-01
## [8607,] 6.073865e-01 -1.024139e-01 -0.5103119600 -2.665954e-01
## [8608,] 7.486583e-01 1.897206e+00 0.1252173034 -2.614489e-01
## [8609,] 1.408013e-01 -2.259254e-01 -0.5236596819 -2.679769e-01
## [8610,] 1.408013e-01 -2.259254e-01 -0.5236596819 -2.679769e-01
## [8611,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8612,] -5.342785e-01 -2.891277e-01 -0.5094567029 -2.676998e-01
## [8613,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8614,] 1.005717e+00 2.468602e-02 -0.4926327143 -2.649893e-01
## [8615,] 9.134676e-01 4.598522e-02 -0.4820053061 -2.643616e-01
## [8616,] 1.335794e+00 1.553744e-01 -0.4706219448 -2.631585e-01
## [8617,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8618,] 4.959046e-01 1.943393e+00 0.1508036437 -2.599687e-01
## [8619,] 4.303506e-01 -1.589028e-01 -0.5181694025 -2.673093e-01
## [8620,] 5.188685e-01 -1.306583e-01 -0.5142406813 -2.669524e-01
## [8621,] 1.492566e+00 1.800304e-01 -0.4710247473 -2.630263e-01
## [8622,] 8.814352e-01 1.939572e+00 0.1311103853 -2.609135e-01
## [8623,] 1.625343e+00 2.223970e-01 -0.4651316654 -2.624909e-01
## [8624,] 1.158758e+00 9.888559e-02 -0.4784793873 -2.638724e-01
## [8625,] 4.506142e-01 -1.270699e-01 -0.5099091575 -2.667277e-01
## [8626,] 3.418326e-01 -1.871472e-01 -0.5220981238 -2.676662e-01
## [8627,] -2.649929e-01 -2.539380e-01 -0.5122266686 -2.676137e-01
## [8628,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8629,] 5.833911e-01 -8.470321e-02 -0.5040160756 -2.661923e-01
## [8630,] 1.625343e+00 2.223970e-01 -0.4651316654 -2.624909e-01
## [8631,] 4.266188e-01 -1.093591e-01 -0.5036132730 -2.663246e-01
## [8632,] 8.729404e-01 -1.768062e-02 -0.4985257962 -2.655247e-01
## [8633,] -4.369802e-02 -1.833270e-01 -0.5024048655 -2.667214e-01
## [8634,] 1.203017e+00 1.130078e-01 -0.4765150267 -2.636939e-01
## [8635,] 1.005717e+00 2.468602e-02 -0.4926327143 -2.649893e-01
## [8636,] 9.614583e-01 1.056381e-02 -0.4945970749 -2.651678e-01
## [8637,] 6.719091e-01 -5.645878e-02 -0.5000873543 -2.658354e-01
## [8638,] 3.914283e-01 5.698242e-02 -0.4536490001 -2.629675e-01
## [8639,] 7.604271e-01 -2.821435e-02 -0.4961586330 -2.654785e-01
## [8640,] 9.614583e-01 1.056381e-02 -0.4945970749 -2.651678e-01
## [8641,] 8.174862e-01 1.168280e-01 -0.4568217684 -2.627491e-01
## [8642,] -2.244657e-01 -1.902722e-01 -0.4957061785 -2.664506e-01
## [8643,] 1.022249e+00 1.060626e-01 -0.4698163397 -2.634231e-01
## [8644,] 2.820731e-01 1.773694e+00 0.1118695815 -2.628304e-01
## [8645,] 5.759277e-01 1.438404e-02 -0.4749038166 -2.642230e-01
## [8646,] 1.509098e+00 2.614069e-01 -0.4482083728 -2.614600e-01
## [8647,] 9.539949e-01 1.096511e-01 -0.4654848160 -2.631984e-01
## [8648,] 4.948732e-01 -1.129476e-01 -0.5079447968 -2.665493e-01
## [8649,] 1.408013e-01 -2.259254e-01 -0.5236596819 -2.679769e-01
## [8650,] -6.022993e-02 -2.647035e-01 -0.5252212400 -2.682877e-01
## [8651,] 5.833911e-01 -8.470321e-02 -0.5040160756 -2.661923e-01
## [8652,] 3.178373e-01 -1.694365e-01 -0.5158022394 -2.672631e-01
## [8653,] 8.932040e-01 1.415230e-02 -0.4902655511 -2.649431e-01
## [8654,] 4.506142e-01 -1.270699e-01 -0.5099091575 -2.667277e-01
## [8655,] -9.032772e-01 -2.039309e-01 -0.4669470700 -2.651888e-01
## [8656,] 7.161681e-01 -4.233656e-02 -0.4981229937 -2.656570e-01
## [8657,] 8.489450e-01 3.008279e-05 -0.4922299118 -2.651216e-01
## [8658,] 9.171993e-01 -3.558406e-03 -0.4965614356 -2.653462e-01
## [8659,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8660,] 1.359789e+00 1.376637e-01 -0.4769178292 -2.635616e-01
## [8661,] 2.293193e-01 -1.976809e-01 -0.5197309606 -2.676200e-01
## [8662,] 6.508357e-02 -1.232496e-01 -0.4902158991 -2.657829e-01
## [8663,] 1.258745e-01 -2.775087e-02 -0.4654351639 -2.640382e-01
## [8664,] 5.833911e-01 -8.470321e-02 -0.5040160756 -2.661923e-01
## [8665,] 4.746095e-01 -1.447806e-01 -0.5162050419 -2.671308e-01
## [8666,] 5.151368e-01 -8.111472e-02 -0.4996845518 -2.659677e-01
## [8667,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8668,] 1.850603e-01 -2.118031e-01 -0.5216953213 -2.677985e-01
## [8669,] 1.130743e-01 -1.586710e-01 -0.5028076680 -2.665891e-01
## [8670,] 3.178373e-01 -1.694365e-01 -0.5158022394 -2.672631e-01
## [8671,] 2.975736e-01 -2.012694e-01 -0.5240624844 -2.678447e-01
## [8672,] 1.070240e+00 7.064116e-02 -0.4824081086 -2.642293e-01
## [8673,] 7.604271e-01 -2.821435e-02 -0.4961586330 -2.654785e-01
## [8674,] 1.070240e+00 7.064116e-02 -0.4824081086 -2.642293e-01
## [8675,] 2.293193e-01 -1.976809e-01 -0.5197309606 -2.676200e-01
## [8676,] 3.381009e-01 -1.376036e-01 -0.5075419943 -2.666815e-01
## [8677,] 1.271271e+00 1.094193e-01 -0.4808465505 -2.639186e-01
## [8678,] 4.431508e-01 -2.798261e-02 -0.4807968985 -2.647584e-01
## [8679,] 5.631275e-01 -1.165361e-01 -0.5122763206 -2.667739e-01
## [8680,] -7.353098e-01 -3.279059e-01 -0.5110182610 -2.680105e-01
## [8681,] 3.583645e-01 -1.057707e-01 -0.4992817492 -2.661000e-01
## [8682,] 1.308067e+00 2.226288e-01 -0.4497699309 -2.617708e-01
## [8683,] 4.292679e-03 -2.187484e-01 -0.5149966343 -2.675276e-01
## [8684,] 1.492566e+00 1.800304e-01 -0.4710247473 -2.630263e-01
## [8685,] 1.247276e+00 1.271300e-01 -0.4745506661 -2.635154e-01
## [8686,] 8.489450e-01 3.008279e-05 -0.4922299118 -2.651216e-01
## [8687,] 1.110767e+00 1.343070e-01 -0.4658876185 -2.630662e-01
## [8688,] 7.401634e-01 -6.004727e-02 -0.5044188781 -2.660601e-01
## [8689,] 3.418326e-01 -1.871472e-01 -0.5220981238 -2.676662e-01
## [8690,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8691,] -8.422528e-02 -2.469928e-01 -0.5189253556 -2.678845e-01
## [8692,] 3.178373e-01 -1.694365e-01 -0.5158022394 -2.672631e-01
## [8693,] 1.404048e+00 1.517860e-01 -0.4749534686 -2.633832e-01
## [8694,] 3.178373e-01 -1.694365e-01 -0.5158022394 -2.672631e-01
## [8695,] 5.759277e-01 1.438404e-02 -0.4749038166 -2.642230e-01
## [8696,] 1.512830e+00 2.118633e-01 -0.4627645023 -2.624447e-01
## [8697,] -1.231475e-01 -3.110762e-02 -0.4544049532 -2.635428e-01
## [8698,] 3.860916e-01 -1.730250e-01 -0.5201337632 -2.674877e-01
## [8699,] 7.604271e-01 -2.821435e-02 -0.4961586330 -2.654785e-01
## [8700,] 9.299995e-01 1.273618e-01 -0.4591889315 -2.627953e-01
## [8701,] 1.610650e-01 -1.940924e-01 -0.5153994368 -2.673954e-01
## [8702,] 8.009543e-01 3.545149e-02 -0.4796381429 -2.643154e-01
## [8703,] 6.276501e-01 -7.058099e-02 -0.5020517149 -2.660139e-01
## [8704,] 6.276501e-01 -7.058099e-02 -0.5020517149 -2.660139e-01
## [8705,] 1.001986e+00 7.422965e-02 -0.4780765848 -2.640046e-01
## [8706,] 6.921727e-01 -2.462586e-02 -0.4918271092 -2.652539e-01
## [8707,] 4.063552e-01 -1.411921e-01 -0.5118735181 -2.669062e-01
## [8708,] 6.276501e-01 -7.058099e-02 -0.5020517149 -2.660139e-01
## [8709,] 9.817220e-01 4.239673e-02 -0.4863368299 -2.645862e-01
## [8710,] 9.654236e-02 -2.400476e-01 -0.5256240425 -2.681554e-01
## [8711,] -5.492054e-01 -9.095322e-02 -0.4512321850 -2.637611e-01
## [8712,] 1.424312e+00 1.836189e-01 -0.4666932235 -2.628016e-01
## [8713,] -8.792819e-01 -2.216416e-01 -0.4732429545 -2.655919e-01
## [8714,] 9.779902e-01 9.194035e-02 -0.4717807004 -2.636015e-01
## [8715,] 4.911415e-01 -6.340401e-02 -0.4933886673 -2.655646e-01
## [8716,] 1.243544e+00 1.766736e-01 -0.4599945366 -2.625308e-01
## [8717,] 2.293193e-01 -1.976809e-01 -0.5197309606 -2.676200e-01
## [8718,] 9.742585e-01 1.414840e-01 -0.4572245709 -2.626169e-01
## [8719,] 1.408013e-01 -2.259254e-01 -0.5236596819 -2.679769e-01
## [8720,] 4.671461e-01 -4.569331e-02 -0.4870927829 -2.651615e-01
## [8721,] 3.546328e-01 -5.622704e-02 -0.4847256198 -2.651153e-01
## [8722,] 1.114499e+00 8.476337e-02 -0.4804437480 -2.640508e-01
## [8723,] 1.070240e+00 7.064116e-02 -0.4824081086 -2.642293e-01
## [8724,] 1.070240e+00 7.064116e-02 -0.4824081086 -2.642293e-01
## [8725,] 1.448307e+00 1.659082e-01 -0.4729891080 -2.632047e-01
## [8726,] 3.620962e-01 -1.553143e-01 -0.5138378787 -2.670846e-01
## [8727,] 7.604271e-01 -2.821435e-02 -0.4961586330 -2.654785e-01
## [8728,] 5.242053e-01 9.934907e-02 -0.4477559182 -2.624321e-01
## [8729,] 6.276501e-01 -7.058099e-02 -0.5020517149 -2.660139e-01
## [8730,] 2.698466e-01 -1.340151e-01 -0.5032104705 -2.664569e-01
## [8731,] -2.281974e-01 -1.407286e-01 -0.4811500490 -2.654659e-01
## [8732,] 1.758120e+00 2.647637e-01 -0.4592385835 -2.619555e-01
## [8733,] 6.719091e-01 -5.645878e-02 -0.5000873543 -2.658354e-01
## [8734,] 6.036548e-01 -5.287029e-02 -0.4957558305 -2.656108e-01
## [8735,] 6.073865e-01 -1.024139e-01 -0.5103119600 -2.665954e-01
## [8736,] 6.516455e-01 -8.829169e-02 -0.5083475994 -2.664170e-01
## [8737,] 8.286814e-01 -3.180284e-02 -0.5004901568 -2.657031e-01
## [8738,] 1.005717e+00 2.468602e-02 -0.4926327143 -2.649893e-01
## [8739,] 3.418326e-01 -1.871472e-01 -0.5220981238 -2.676662e-01
## [8740,] 1.205377e-01 -2.577583e-01 -0.5319199270 -2.685585e-01
## [8741,] -8.275595e-01 -3.066067e-01 -0.5003908528 -2.673828e-01
## [8742,] 1.179028e+00 1.306854e-01 -0.4699515790 -2.633634e-01
## [8743,] 1.404055e+00 1.517529e-01 -0.4746859054 -2.634557e-01
## [8744,] 9.172062e-01 -3.591506e-03 -0.4962938723 -2.654188e-01
## [8745,] 6.959113e-01 -7.420258e-02 -0.5061156755 -2.663111e-01
## [8746,] 1.536832e+00 1.941195e-01 -0.4687928235 -2.629204e-01
## [8747,] 1.049983e+00 3.877514e-02 -0.4904007904 -2.648834e-01
## [8748,] 7.401703e-01 -6.008037e-02 -0.5041513149 -2.661326e-01
## [8749,] 1.138501e+00 6.701957e-02 -0.4864720692 -2.645265e-01
## [8750,] 5.631343e-01 -1.165692e-01 -0.5120087574 -2.668465e-01
## [8751,] 8.729472e-01 -1.771372e-02 -0.4982582330 -2.655973e-01
## [8752,] 7.401703e-01 -6.008037e-02 -0.5041513149 -2.661326e-01
## [8753,] 1.094242e+00 5.289735e-02 -0.4884364298 -2.647050e-01
## [8754,] 7.844292e-01 -4.595815e-02 -0.5021869542 -2.659542e-01
## [8755,] 7.844292e-01 -4.595815e-02 -0.5021869542 -2.659542e-01
## [8756,] 7.401703e-01 -6.008037e-02 -0.5041513149 -2.661326e-01
## [8757,] 1.182760e+00 8.114178e-02 -0.4845077085 -2.643480e-01
## [8758,] 1.713868e+00 2.506084e-01 -0.4609353809 -2.622065e-01
## [8759,] 6.516523e-01 -8.832480e-02 -0.5080800361 -2.664895e-01
## [8760,] 3.509079e-01 -6.716515e-03 -0.4699019270 -2.642032e-01
## [8761,] 9.374698e-01 2.824141e-02 -0.4880336273 -2.648372e-01
## [8762,] 6.516523e-01 -8.832480e-02 -0.5080800361 -2.664895e-01
## [8763,] 1.138501e+00 6.701957e-02 -0.4864720692 -2.645265e-01
## [8764,] 1.648035e-01 -2.436692e-01 -0.5296880031 -2.684526e-01
## [8765,] 6.073933e-01 -1.024470e-01 -0.5100443968 -2.666680e-01
## [8766,] 1.336800e-02 -3.831769e-02 -0.4628004376 -2.640646e-01
## [8767,] 1.850672e-01 -2.118362e-01 -0.5214277580 -2.678710e-01
## [8768,] 1.335801e+00 1.553413e-01 -0.4703543816 -2.632311e-01
## [8769,] 6.516523e-01 -8.832480e-02 -0.5080800361 -2.664895e-01
## [8770,] 5.188754e-01 -1.306914e-01 -0.5139731180 -2.670249e-01
## [8771,] 5.188754e-01 -1.306914e-01 -0.5139731180 -2.670249e-01
## [8772,] 1.536832e+00 1.941195e-01 -0.4687928235 -2.629204e-01
## [8773,] 6.959113e-01 -7.420258e-02 -0.5061156755 -2.663111e-01
## [8774,] 1.492573e+00 1.799973e-01 -0.4707571841 -2.630988e-01
## [8775,] 7.844292e-01 -4.595815e-02 -0.5021869542 -2.659542e-01
## [8776,] 6.516523e-01 -8.832480e-02 -0.5080800361 -2.664895e-01
## [8777,] 1.315537e+00 1.235084e-01 -0.4786146266 -2.638127e-01
## [8778,] 1.581091e+00 2.082417e-01 -0.4668284628 -2.627419e-01
## [8779,] 4.746164e-01 -1.448137e-01 -0.5159374787 -2.672034e-01
## [8780,] 4.746164e-01 -1.448137e-01 -0.5159374787 -2.672034e-01
## [8781,] 1.138501e+00 6.701957e-02 -0.4864720692 -2.645265e-01
## [8782,] 6.959113e-01 -7.420258e-02 -0.5061156755 -2.663111e-01
## [8783,] 6.959113e-01 -7.420258e-02 -0.5061156755 -2.663111e-01
## [8784,] 1.335801e+00 1.553413e-01 -0.4703543816 -2.632311e-01
## [8785,] 6.959113e-01 -7.420258e-02 -0.5061156755 -2.663111e-01
## [8786,] 1.713868e+00 2.506084e-01 -0.4609353809 -2.622065e-01
## [8787,] 1.158765e+00 9.885249e-02 -0.4782118241 -2.639449e-01
## [8788,] -1.764681e-01 -2.257267e-01 -0.5080303841 -2.673294e-01
## [8789,] 2.090625e-01 -2.295469e-01 -0.5277236425 -2.682741e-01
## [8790,] 5.631343e-01 -1.165692e-01 -0.5120087574 -2.668465e-01
## [8791,] 9.172062e-01 -3.591506e-03 -0.4962938723 -2.654188e-01
## [8792,] 9.614652e-01 1.053071e-02 -0.4943295117 -2.652403e-01
## [8793,] 1.182760e+00 8.114178e-02 -0.4845077085 -2.643480e-01
## [8794,] 4.303574e-01 -1.589359e-01 -0.5179018393 -2.673818e-01
## [8795,] 6.201935e-01 2.847315e-02 -0.4726718927 -2.641171e-01
## [8796,] 7.401703e-01 -6.008037e-02 -0.5041513149 -2.661326e-01
## [8797,] 5.631343e-01 -1.165692e-01 -0.5120087574 -2.668465e-01
## [8798,] 1.271278e+00 1.093862e-01 -0.4805789873 -2.639911e-01
## [8799,] 9.614652e-01 1.053071e-02 -0.4943295117 -2.652403e-01
## [8800,] 1.359796e+00 1.376306e-01 -0.4766502660 -2.636342e-01
## [8801,] 8.489519e-01 -3.017487e-06 -0.4919623485 -2.651941e-01
## [8802,] 2.735851e-01 -1.835918e-01 -0.5174990368 -2.675141e-01
## [8803,] 8.489519e-01 -3.017487e-06 -0.4919623485 -2.651941e-01
## [8804,] 4.746164e-01 -1.448137e-01 -0.5159374787 -2.672034e-01
## [8805,] 1.146996e+00 2.024273e+00 0.1431641124 -2.599153e-01
## [8806,] 1.448314e+00 1.658751e-01 -0.4727215447 -2.632773e-01
## [8807,] 1.182760e+00 8.114178e-02 -0.4845077085 -2.643480e-01
## [8808,] 9.614652e-01 1.053071e-02 -0.4943295117 -2.652403e-01
## [8809,] 1.648035e-01 -2.436692e-01 -0.5296880031 -2.684526e-01
## [8810,] 3.860984e-01 -1.730581e-01 -0.5198661999 -2.675603e-01
## [8811,] 6.073933e-01 -1.024470e-01 -0.5100443968 -2.666680e-01
## [8812,] 1.138501e+00 6.701957e-02 -0.4864720692 -2.645265e-01
## [8813,] 3.786350e-01 -7.397084e-02 -0.4907539410 -2.655910e-01
## [8814,] 1.094242e+00 5.289735e-02 -0.4884364298 -2.647050e-01
## [8815,] 4.746164e-01 -1.448137e-01 -0.5159374787 -2.672034e-01
## [8816,] 1.850672e-01 -2.118362e-01 -0.5214277580 -2.678710e-01
## [8817,] 1.669609e+00 2.364861e-01 -0.4628997416 -2.623850e-01
## [8818,] 1.477072e+00 2.154961e+00 0.1651748819 -2.580846e-01
## [8819,] 3.621031e-01 -1.553474e-01 -0.5135703155 -2.671572e-01
## [8820,] 6.959113e-01 -7.420258e-02 -0.5061156755 -2.663111e-01
## [8821,] 1.713868e+00 2.506084e-01 -0.4609353809 -2.622065e-01
## [8822,] 1.324032e+00 2.080761e+00 0.1510215549 -2.592015e-01
## [8823,] 2.975805e-01 -2.013025e-01 -0.5237949212 -2.679172e-01
## [8824,] 1.448314e+00 1.658751e-01 -0.4727215447 -2.632773e-01
## [8825,] 1.271278e+00 1.093862e-01 -0.4805789873 -2.639911e-01
## [8826,] 1.138501e+00 6.701957e-02 -0.4864720692 -2.645265e-01
## [8827,] 1.344295e+00 2.112594e+00 0.1592818000 -2.586199e-01
## [8828,] 1.713868e+00 2.506084e-01 -0.4609353809 -2.622065e-01
## [8829,] 4.063621e-01 -1.412252e-01 -0.5116059549 -2.669787e-01
## [8830,] 8.489519e-01 -3.017487e-06 -0.4919623485 -2.651941e-01
## [8831,] 2.293261e-01 -1.977140e-01 -0.5194633974 -2.676926e-01
## [8832,] 1.049983e+00 3.877514e-02 -0.4904007904 -2.648834e-01
## [8833,] 4.948800e-01 -1.129807e-01 -0.5076772336 -2.666218e-01
## [8834,] 9.172062e-01 -3.591506e-03 -0.4962938723 -2.654188e-01
## [8835,] 7.401703e-01 -6.008037e-02 -0.5041513149 -2.661326e-01
## [8836,] 1.713868e+00 2.506084e-01 -0.4609353809 -2.622065e-01
## [8837,] 1.049983e+00 3.877514e-02 -0.4904007904 -2.648834e-01
## [8838,] 5.188754e-01 -1.306914e-01 -0.5139731180 -2.670249e-01
## [8839,] 5.631343e-01 -1.165692e-01 -0.5120087574 -2.668465e-01
## [8840,] 1.645614e+00 2.541968e-01 -0.4566038571 -2.619819e-01
## [8841,] 8.286882e-01 -3.183594e-02 -0.5002225936 -2.657757e-01
## [8842,] 4.746164e-01 -1.448137e-01 -0.5159374787 -2.672034e-01
## [8843,] 9.172062e-01 -3.591506e-03 -0.4962938723 -2.654188e-01
## [8844,] 1.138501e+00 6.701957e-02 -0.4864720692 -2.645265e-01
## [8845,] 1.182760e+00 8.114178e-02 -0.4845077085 -2.643480e-01
## [8846,] 9.614652e-01 1.053071e-02 -0.4943295117 -2.652403e-01
## [8847,] 5.188754e-01 -1.306914e-01 -0.5139731180 -2.670249e-01
## [8848,] 5.188754e-01 -1.306914e-01 -0.5139731180 -2.670249e-01
## [8849,] 1.738720e-01 -6.320537e-02 -0.4777593696 -2.649170e-01
## [8850,] 8.729472e-01 -1.771372e-02 -0.4982582330 -2.655973e-01
## [8851,] 4.746164e-01 -1.448137e-01 -0.5159374787 -2.672034e-01
## [8852,] 1.315537e+00 1.235084e-01 -0.4786146266 -2.638127e-01
## [8853,] 1.512837e+00 2.118302e-01 -0.4624969390 -2.625173e-01
## [8854,] 1.049983e+00 3.877514e-02 -0.4904007904 -2.648834e-01
## [8855,] 1.492573e+00 1.799973e-01 -0.4707571841 -2.630988e-01
## [8856,] 4.303574e-01 -1.589359e-01 -0.5179018393 -2.673818e-01
## [8857,] 6.719159e-01 -5.649188e-02 -0.4998197911 -2.659080e-01
## [8858,] 1.335801e+00 1.553413e-01 -0.4703543816 -2.632311e-01
## [8859,] 1.138501e+00 6.701957e-02 -0.4864720692 -2.645265e-01
## [8860,] 1.669609e+00 2.364861e-01 -0.4628997416 -2.623850e-01
## [8861,] 1.669609e+00 2.364861e-01 -0.4628997416 -2.623850e-01
## [8862,] 7.401703e-01 -6.008037e-02 -0.5041513149 -2.661326e-01
## [8863,] 7.401703e-01 -6.008037e-02 -0.5041513149 -2.661326e-01
## [8864,] 1.359796e+00 1.376306e-01 -0.4766502660 -2.636342e-01
## [8865,] 8.046929e-01 -1.412523e-02 -0.4939267092 -2.653726e-01
## [8866,] 8.729472e-01 -1.771372e-02 -0.4982582330 -2.655973e-01
## [8867,] 4.148569e-01 1.816028e+00 0.1180302267 -2.623676e-01
## [8868,] 9.172062e-01 -3.591506e-03 -0.4962938723 -2.654188e-01
## [8869,] 2.735851e-01 -1.835918e-01 -0.5174990368 -2.675141e-01
## [8870,] 8.729472e-01 -1.771372e-02 -0.4982582330 -2.655973e-01
## [8871,] 5.631343e-01 -1.165692e-01 -0.5120087574 -2.668465e-01
## [8872,] 7.844292e-01 -4.595815e-02 -0.5021869542 -2.659542e-01
## [8873,] 1.315537e+00 1.235084e-01 -0.4786146266 -2.638127e-01
## [8874,] 1.315537e+00 1.235084e-01 -0.4786146266 -2.638127e-01
## [8875,] 9.172062e-01 -3.591506e-03 -0.4962938723 -2.654188e-01
## [8876,] 1.669609e+00 2.364861e-01 -0.4628997416 -2.623850e-01
## [8877,] 8.932108e-01 1.411920e-02 -0.4899979879 -2.650157e-01
## [8878,] 9.614652e-01 1.053071e-02 -0.4943295117 -2.652403e-01
## [8879,] 1.492573e+00 1.799973e-01 -0.4707571841 -2.630988e-01
## [8880,] 1.094242e+00 5.289735e-02 -0.4884364298 -2.647050e-01
## [8881,] 1.227019e+00 9.526400e-02 -0.4825433479 -2.641696e-01
## [8882,] -5.124030e-01 2.222313e-02 -0.4198880021 -2.616859e-01
## [8883,] 8.046929e-01 -1.412523e-02 -0.4939267092 -2.653726e-01
## [8884,] 4.351205e-01 1.847861e+00 0.1262904717 -2.617860e-01
## [8885,] 1.025988e+00 5.648584e-02 -0.4841049060 -2.644803e-01
## [8886,] 1.512837e+00 2.118302e-01 -0.4624969390 -2.625173e-01
## [8887,] 1.203024e+00 1.129747e-01 -0.4762474635 -2.637665e-01
## [8888,] 4.303574e-01 -1.589359e-01 -0.5179018393 -2.673818e-01
## [8889,] 7.604339e-01 -2.824745e-02 -0.4958910698 -2.655511e-01
## [8890,] 8.286882e-01 -3.183594e-02 -0.5002225936 -2.657757e-01
## [8891,] 1.713868e+00 2.506084e-01 -0.4609353809 -2.622065e-01
## [8892,] 7.844292e-01 -4.595815e-02 -0.5021869542 -2.659542e-01
## [8893,] 1.247283e+00 1.270969e-01 -0.4742831028 -2.635880e-01
## [8894,] 1.758127e+00 2.647306e-01 -0.4589710203 -2.620281e-01
## [8895,] 1.758127e+00 2.647306e-01 -0.4589710203 -2.620281e-01
## [8896,] 5.833980e-01 -8.473631e-02 -0.5037485123 -2.662649e-01
## [8897,] 2.938487e-01 -1.517589e-01 -0.5092387917 -2.669326e-01
## [8898,] 1.102737e+00 2.010150e+00 0.1411997517 -2.600938e-01
## [8899,] 1.581091e+00 2.082417e-01 -0.4668284628 -2.627419e-01
## [8900,] 8.489519e-01 -3.017487e-06 -0.4919623485 -2.651941e-01
## [8901,] 8.932108e-01 1.411920e-02 -0.4899979879 -2.650157e-01
## [8902,] 1.114506e+00 8.473027e-02 -0.4801761847 -2.641234e-01
## [8903,] 1.005724e+00 2.465292e-02 -0.4923651511 -2.650619e-01
## [8904,] 3.860984e-01 -1.730581e-01 -0.5198661999 -2.675603e-01
## [8905,] 1.424319e+00 1.835858e-01 -0.4664256603 -2.628742e-01
## [8906,] 3.381077e-01 -1.376367e-01 -0.5072744311 -2.667541e-01
## [8907,] 1.899399e+00 2.264350e+00 0.1765582431 -2.568815e-01
## [8908,] 6.959113e-01 -7.420258e-02 -0.5061156755 -2.663111e-01
## [8909,] 5.188754e-01 -1.306914e-01 -0.5139731180 -2.670249e-01
## [8910,] 8.729472e-01 -1.771372e-02 -0.4982582330 -2.655973e-01
## [8911,] 8.489519e-01 -3.017487e-06 -0.4919623485 -2.651941e-01
## [8912,] -3.849628e-01 -1.654176e-01 -0.4804796833 -2.656708e-01
## [8913,] 6.804108e-01 1.900761e+00 0.1298163905 -2.612968e-01
## [8914,] 9.017057e-01 1.971372e+00 0.1396381936 -2.604045e-01
## [8915,] 1.311805e+00 1.730520e-01 -0.4640584971 -2.628280e-01
## [8916,] 8.692155e-01 3.182990e-02 -0.4837021035 -2.646126e-01
## [8917,] 9.817288e-01 4.236363e-02 -0.4860692666 -2.646588e-01
## [8918,] 8.692155e-01 3.182990e-02 -0.4837021035 -2.646126e-01
## [8919,] 4.063621e-01 -1.412252e-01 -0.5116059549 -2.669787e-01
## [8920,] 1.625350e+00 2.223639e-01 -0.4648641022 -2.625635e-01
## [8921,] 5.188754e-01 -1.306914e-01 -0.5139731180 -2.670249e-01
## [8922,] 3.823667e-01 -1.235145e-01 -0.5053100704 -2.665756e-01
## [8923,] 9.817288e-01 4.236363e-02 -0.4860692666 -2.646588e-01
## [8924,] 1.114506e+00 8.473027e-02 -0.4801761847 -2.641234e-01
## [8925,] -3.163916e-03 -1.196942e-01 -0.4856168121 -2.656309e-01
## [8926,] 9.614652e-01 1.053071e-02 -0.4943295117 -2.652403e-01
## [8927,] 2.293261e-01 -1.977140e-01 -0.5194633974 -2.676926e-01
## [8928,] 1.203024e+00 1.129747e-01 -0.4762474635 -2.637665e-01
## [8929,] 1.182760e+00 8.114178e-02 -0.4845077085 -2.643480e-01
## [8930,] 8.932108e-01 1.411920e-02 -0.4899979879 -2.650157e-01
## [8931,] 7.844292e-01 -4.595815e-02 -0.5021869542 -2.659542e-01
## [8932,] 9.577334e-01 6.007433e-02 -0.4797733822 -2.642557e-01
## [8933,] 9.577334e-01 6.007433e-02 -0.4797733822 -2.642557e-01
## [8934,] 8.489519e-01 -3.017487e-06 -0.4919623485 -2.651941e-01
## [8935,] 7.844292e-01 -4.595815e-02 -0.5021869542 -2.659542e-01
## [8936,] 1.203024e+00 1.129747e-01 -0.4762474635 -2.637665e-01
## [8937,] 6.516523e-01 -8.832480e-02 -0.5080800361 -2.664895e-01
## [8938,] 7.844292e-01 -4.595815e-02 -0.5021869542 -2.659542e-01
## [8939,] 3.178441e-01 -1.694696e-01 -0.5155346761 -2.673357e-01
## [8940,] 1.850672e-01 -2.118362e-01 -0.5214277580 -2.678710e-01
## [8941,] 4.063621e-01 -1.412252e-01 -0.5116059549 -2.669787e-01
## [8942,] 1.359796e+00 1.376306e-01 -0.4766502660 -2.636342e-01
## [8943,] 1.243551e+00 1.766405e-01 -0.4597269733 -2.626034e-01
## [8944,] 8.046929e-01 -1.412523e-02 -0.4939267092 -2.653726e-01
## [8945,] 1.247283e+00 1.270969e-01 -0.4742831028 -2.635880e-01
## [8946,] 1.448314e+00 1.658751e-01 -0.4727215447 -2.632773e-01
## [8947,] 8.729472e-01 -1.771372e-02 -0.4982582330 -2.655973e-01
## [8948,] 4.063621e-01 -1.412252e-01 -0.5116059549 -2.669787e-01
## [8949,] 8.729472e-01 -1.771372e-02 -0.4982582330 -2.655973e-01
## [8950,] 7.161749e-01 -4.236966e-02 -0.4978554304 -2.657295e-01
## [8951,] 7.161749e-01 -4.236966e-02 -0.4978554304 -2.657295e-01
## [8952,] 1.689872e+00 2.683191e-01 -0.4546394965 -2.618034e-01
## [8953,] -1.359409e-01 -1.620609e-01 -0.4915098940 -2.661662e-01
## [8954,] 7.844292e-01 -4.595815e-02 -0.5021869542 -2.659542e-01
## [8955,] 5.631343e-01 -1.165692e-01 -0.5120087574 -2.668465e-01
## [8956,] 1.271278e+00 1.093862e-01 -0.4805789873 -2.639911e-01
## [8957,] 1.005724e+00 2.465292e-02 -0.4923651511 -2.650619e-01
## [8958,] 2.053308e-01 -1.800033e-01 -0.5131675130 -2.672895e-01
## [8959,] 5.476338e-01 1.858394e+00 0.1239233086 -2.618322e-01
## [8960,] 8.046929e-01 -1.412523e-02 -0.4939267092 -2.653726e-01
## [8961,] 9.172062e-01 -3.591506e-03 -0.4962938723 -2.654188e-01
## [8962,] 5.188754e-01 -1.306914e-01 -0.5139731180 -2.670249e-01
## [8963,] 1.601355e+00 2.400746e-01 -0.4585682178 -2.621603e-01
## [8964,] 6.921796e-01 -2.465896e-02 -0.4915595460 -2.653264e-01
## [8965,] 1.158765e+00 9.885249e-02 -0.4782118241 -2.639449e-01
## [8966,] 6.516523e-01 -8.832480e-02 -0.5080800361 -2.664895e-01
## [8967,] 9.614652e-01 1.053071e-02 -0.4943295117 -2.652403e-01
## [8968,] -2.724495e-01 -1.548839e-01 -0.4828468464 -2.657169e-01
## [8969,] 9.614652e-01 1.053071e-02 -0.4943295117 -2.652403e-01
## [8970,] 1.093494e-01 -1.091605e-01 -0.4879839753 -2.656771e-01
## [8971,] 6.073933e-01 -1.024470e-01 -0.5100443968 -2.666680e-01
## [8972,] 8.286882e-01 -3.183594e-02 -0.5002225936 -2.657757e-01
## [8973,] 8.286882e-01 -3.183594e-02 -0.5002225936 -2.657757e-01
## [8974,] 4.026303e-01 -9.168154e-02 -0.4970498254 -2.659941e-01
## [8975,] 6.516523e-01 -8.832480e-02 -0.5080800361 -2.664895e-01
## [8976,] 1.138501e+00 6.701957e-02 -0.4864720692 -2.645265e-01
## [8977,] 7.124432e-01 7.173960e-03 -0.4832993009 -2.647449e-01
## [8978,] 5.476338e-01 1.858394e+00 0.1239233086 -2.618322e-01
## [8979,] 1.335801e+00 1.553413e-01 -0.4703543816 -2.632311e-01
## [8980,] 5.833980e-01 -8.473631e-02 -0.5037485123 -2.662649e-01
## [8981,] 1.114506e+00 8.473027e-02 -0.4801761847 -2.641234e-01
## [8982,] 1.850672e-01 -2.118362e-01 -0.5214277580 -2.678710e-01
## [8983,] 5.833980e-01 -8.473631e-02 -0.5037485123 -2.662649e-01
## [8984,] 1.444582e+00 2.154187e-01 -0.4581654152 -2.622926e-01
## [8985,] 1.359796e+00 1.376306e-01 -0.4766502660 -2.636342e-01
## [8986,] 9.374698e-01 2.824141e-02 -0.4880336273 -2.648372e-01
## [8987,] 3.988986e-01 -4.213792e-02 -0.4824936959 -2.650094e-01
## [8988,] 1.114506e+00 8.473027e-02 -0.4801761847 -2.641234e-01
## [8989,] 1.046251e+00 8.831876e-02 -0.4758446609 -2.638987e-01
## [8990,] 9.134745e-01 4.595212e-02 -0.4817377428 -2.644341e-01
## [8991,] 1.370765e-01 -1.764148e-01 -0.5088359892 -2.670648e-01
## [8992,] 1.138501e+00 6.701957e-02 -0.4864720692 -2.645265e-01
## [8993,] -1.936154e+00 -3.306005e-01 -0.4536352834 -2.654273e-01
## [8994,] 1.512837e+00 2.118302e-01 -0.4624969390 -2.625173e-01
## [8995,] 4.026303e-01 -9.168154e-02 -0.4970498254 -2.659941e-01
## [8996,] 1.025988e+00 5.648584e-02 -0.4841049060 -2.644803e-01
## [8997,] 4.063621e-01 -1.412252e-01 -0.5116059549 -2.669787e-01
## [8998,] -2.079269e-01 -1.089288e-01 -0.4726222407 -2.649569e-01
## [8999,] 8.489519e-01 -3.017487e-06 -0.4919623485 -2.651941e-01
## [9000,] 4.506210e-01 -1.271030e-01 -0.5096415942 -2.668003e-01
## [9001,] 1.335801e+00 1.553413e-01 -0.4703543816 -2.632311e-01
## [9002,] 7.604339e-01 -2.824745e-02 -0.4958910698 -2.655511e-01
## [9003,] 8.894791e-01 6.366282e-02 -0.4754418584 -2.640310e-01
## [9004,] 3.466026e-01 1.819616e+00 0.1223617505 -2.621429e-01
## [9005,] 1.070247e+00 7.060806e-02 -0.4821405454 -2.643019e-01
## [9006,] 5.391390e-01 -9.885852e-02 -0.5057128730 -2.664434e-01
## [9007,] 5.833980e-01 -8.473631e-02 -0.5037485123 -2.662649e-01
## [9008,] 2.495898e-01 -1.658811e-01 -0.5112031523 -2.671110e-01
## [9009,] 4.063621e-01 -1.412252e-01 -0.5116059549 -2.669787e-01
## [9010,] 4.468893e-01 -7.755933e-02 -0.4950854647 -2.658156e-01
## [9011,] 8.046929e-01 -1.412523e-02 -0.4939267092 -2.653726e-01
## [9012,] 7.769658e-01 5.312909e-02 -0.4730746953 -2.639848e-01
## [9013,] 9.374698e-01 2.824141e-02 -0.4880336273 -2.648372e-01
## [9014,] -2.675756e+00 -4.397580e-01 -0.4496569102 -2.659102e-01
## [9015,] 8.489519e-01 -3.017487e-06 -0.4919623485 -2.651941e-01
## [9016,] 1.070247e+00 7.060806e-02 -0.4821405454 -2.643019e-01
## [9017,] 4.506210e-01 -1.271030e-01 -0.5096415942 -2.668003e-01
## [9018,] 1.001992e+00 7.419655e-02 -0.4778090216 -2.640772e-01
## [9019,] 3.381077e-01 -1.376367e-01 -0.5072744311 -2.667541e-01
## [9020,] 6.719159e-01 -5.649188e-02 -0.4998197911 -2.659080e-01
## [9021,] 2.293261e-01 -1.977140e-01 -0.5194633974 -2.676926e-01
## [9022,] 6.479206e-01 -3.878117e-02 -0.4935239066 -2.655049e-01
## [9023,] 1.512837e+00 2.118302e-01 -0.4624969390 -2.625173e-01
## [9024,] 7.604339e-01 -2.824745e-02 -0.4958910698 -2.655511e-01
## [9025,] 2.083143e-02 -1.374049e-01 -0.4919126965 -2.660340e-01
## [9026,] 6.276570e-01 -7.061409e-02 -0.5017841517 -2.660864e-01
## [9027,] 1.090510e+00 1.024410e-01 -0.4738803003 -2.637203e-01
## [9028,] 6.921796e-01 -2.465896e-02 -0.4915595460 -2.653264e-01
## [9029,] 4.553841e-01 1.879694e+00 0.1345507168 -2.612044e-01
## [9030,] 1.179028e+00 1.306854e-01 -0.4699515790 -2.633634e-01
## [9031,] 6.036616e-01 -5.290339e-02 -0.4954882673 -2.656833e-01
## [9032,] 5.594026e-01 -6.702560e-02 -0.4974526279 -2.658618e-01
## [9033,] 1.179028e+00 1.306854e-01 -0.4699515790 -2.633634e-01
## [9034,] 8.908576e-02 -1.409934e-01 -0.4962442203 -2.662586e-01
## [9035,] 1.001992e+00 7.419655e-02 -0.4778090216 -2.640772e-01
## [9036,] 7.161749e-01 -4.236966e-02 -0.4978554304 -2.657295e-01
## [9037,] -7.502298e-01 -1.297645e-01 -0.4525261799 -2.641444e-01
## [9038,] 1.070247e+00 7.060806e-02 -0.4821405454 -2.643019e-01
## [9039,] 7.161749e-01 -4.236966e-02 -0.4978554304 -2.657295e-01
## [9040,] 2.829487e-02 -2.364922e-01 -0.5210249555 -2.680033e-01
## [9041,] 5.594026e-01 -6.702560e-02 -0.4974526279 -2.658618e-01
## [9042,] 1.070247e+00 7.060806e-02 -0.4821405454 -2.643019e-01
## [9043,] 1.223287e+00 1.448076e-01 -0.4679872184 -2.631849e-01
## [9044,] -1.036047e+00 -2.463307e-01 -0.4725725887 -2.657967e-01
## [9045,] 3.343760e-01 -8.809306e-02 -0.4927183016 -2.657694e-01
## [9046,] 8.046929e-01 -1.412523e-02 -0.4939267092 -2.653726e-01
## [9047,] 1.168128e-01 -2.082478e-01 -0.5170962342 -2.676464e-01
## [9048,] 9.374698e-01 2.824141e-02 -0.4880336273 -2.648372e-01
## [9049,] -9.198023e-01 -2.853406e-01 -0.4894958814 -2.668276e-01
## [9050,] 1.025988e+00 5.648584e-02 -0.4841049060 -2.644803e-01
## [9051,] 6.276570e-01 -7.061409e-02 -0.5017841517 -2.660864e-01
## [9052,] -2.004635e-01 -2.080160e-01 -0.5017344997 -2.669263e-01
## [9053,] 1.158765e+00 9.885249e-02 -0.4782118241 -2.639449e-01
## [9054,] 6.239252e-01 -2.107047e-02 -0.4872280222 -2.651018e-01
## [9055,] 8.932108e-01 1.411920e-02 -0.4899979879 -2.650157e-01
## [9056,] 6.719159e-01 -5.649188e-02 -0.4998197911 -2.659080e-01
## [9057,] 1.158765e+00 9.885249e-02 -0.4782118241 -2.639449e-01
## [9058,] -1.984144e+00 -2.951791e-01 -0.4410435146 -2.646210e-01
## [9059,] -5.115461e-02 -8.427283e-02 -0.4730250432 -2.648247e-01
## [9060,] -2.679488e+00 -3.902144e-01 -0.4351007807 -2.649255e-01
## [9061,] 4.228940e-01 -5.984863e-02 -0.4887895803 -2.654125e-01
## [9062,] 1.025988e+00 5.648584e-02 -0.4841049060 -2.644803e-01
## [9063,] -6.022309e-02 -2.647366e-01 -0.5249536768 -2.683602e-01
## [9064,] 8.932108e-01 1.411920e-02 -0.4899979879 -2.650157e-01
## [9065,] -7.187710e-01 -2.465624e-01 -0.4879343233 -2.665169e-01
## [9066,] 9.374698e-01 2.824141e-02 -0.4880336273 -2.648372e-01
## [9067,] 1.408082e-01 -2.259585e-01 -0.5233921187 -2.680495e-01
## [9068,] 6.276570e-01 -7.061409e-02 -0.5017841517 -2.660864e-01
## [9069,] 1.070247e+00 7.060806e-02 -0.4821405454 -2.643019e-01
## [9070,] 1.557096e+00 2.259524e-01 -0.4605325784 -2.623388e-01
## [9071,] 8.489519e-01 -3.017487e-06 -0.4919623485 -2.651941e-01
## [9072,] 8.692155e-01 3.182990e-02 -0.4837021035 -2.646126e-01
## [9073,] 9.300064e-01 1.273287e-01 -0.4589213683 -2.628679e-01
## [9074,] 9.577334e-01 6.007433e-02 -0.4797733822 -2.642557e-01
## [9075,] 2.053308e-01 -1.800033e-01 -0.5131675130 -2.672895e-01
## [9076,] 9.134745e-01 4.595212e-02 -0.4817377428 -2.644341e-01
## [9077,] 3.306443e-01 -3.854943e-02 -0.4781621721 -2.647848e-01
## [9078,] 1.359796e+00 1.376306e-01 -0.4766502660 -2.636342e-01
## [9079,] 9.817288e-01 4.236363e-02 -0.4860692666 -2.646588e-01
## [9080,] 5.631343e-01 -1.165692e-01 -0.5120087574 -2.668465e-01
## [9081,] 4.506210e-01 -1.271030e-01 -0.5096415942 -2.668003e-01
## [9082,] 3.587167e-01 -1.074753e-01 -0.4855022427 -2.698373e-01
## [9083,] 4.749618e-01 -1.464852e-01 -0.5024255354 -2.708682e-01
## [9084,] 4.749618e-01 -1.464852e-01 -0.5024255354 -2.708682e-01
## [9085,] 4.749618e-01 -1.464852e-01 -0.5024255354 -2.708682e-01
## [9086,] 5.192208e-01 -1.323630e-01 -0.5004611748 -2.706897e-01
## [9087,] 1.247628e+00 1.254254e-01 -0.4607711596 -2.672528e-01
## [9088,] 7.405157e-01 -6.175193e-02 -0.4906393716 -2.697974e-01
## [9089,] 9.340835e-01 7.611347e-02 -0.4599655545 -2.675173e-01
## [9090,] 4.029757e-01 -9.335311e-02 -0.4835378821 -2.696588e-01
## [9091,] -2.150450e-01 -1.151309e-02 -0.4299980385 -2.666524e-01
## [9092,] 1.114851e+00 8.305871e-02 -0.4666642415 -2.677882e-01
## [9093,] 1.424664e+00 1.819142e-01 -0.4529137170 -2.665390e-01
## [9094,] 2.701988e-01 -1.357198e-01 -0.4894309640 -2.701942e-01
## [9095,] 9.618106e-01 8.859145e-03 -0.4808175684 -2.689051e-01
## [9096,] -4.288764e-01 -1.812114e-01 -0.4689321006 -2.695140e-01
## [9097,] 6.077387e-01 -1.041186e-01 -0.4965324535 -2.703328e-01
## [9098,] 1.094587e+00 5.122579e-02 -0.4749244865 -2.683697e-01
## [9099,] 8.290336e-01 -3.350750e-02 -0.4867106503 -2.694405e-01
## [9100,] 9.580788e-01 5.840277e-02 -0.4662614389 -2.679204e-01
## [9101,] 6.962567e-01 -7.587414e-02 -0.4926037322 -2.699759e-01
## [9102,] 1.014564e+00 1.980234e+00 0.1507829737 -2.641155e-01
## [9103,] 6.077387e-01 -1.041186e-01 -0.4965324535 -2.703328e-01
## [9104,] 1.802731e+00 2.771812e-01 -0.4434947164 -2.655144e-01
## [9105,] 5.154890e-01 -8.281938e-02 -0.4859050453 -2.697050e-01
## [9106,] 6.370708e-01 1.081781e-01 -0.4363435749 -2.662156e-01
## [9107,] 4.712301e-01 -9.694160e-02 -0.4878694059 -2.698835e-01
## [9108,] 4.509664e-01 -1.287745e-01 -0.4961296510 -2.704651e-01
## [9109,] 4.749618e-01 -1.464852e-01 -0.5024255354 -2.708682e-01
## [9110,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9111,] 9.746107e-01 1.397793e-01 -0.4434450644 -2.663542e-01
## [9112,] 1.360141e+00 1.359591e-01 -0.4631383227 -2.672990e-01
## [9113,] 9.618106e-01 8.859145e-03 -0.4808175684 -2.689051e-01
## [9114,] 1.537177e+00 1.924479e-01 -0.4552808802 -2.665851e-01
## [9115,] 9.820742e-01 4.069206e-02 -0.4725573234 -2.683235e-01
## [9116,] 6.916752e-02 -1.744979e-01 -0.4909925221 -2.705050e-01
## [9117,] 7.165203e-01 -4.404123e-02 -0.4843434872 -2.693943e-01
## [9118,] 1.492918e+00 1.783257e-01 -0.4572452408 -2.667636e-01
## [9119,] 5.597480e-01 -6.869717e-02 -0.4839406846 -2.695266e-01
## [9120,] 1.203369e+00 1.113031e-01 -0.4627355202 -2.674313e-01
## [9121,] 1.138846e+00 6.534800e-02 -0.4729601259 -2.681913e-01
## [9122,] 9.175516e-01 -5.263070e-03 -0.4827819291 -2.690836e-01
## [9123,] 1.360141e+00 1.359591e-01 -0.4631383227 -2.672990e-01
## [9124,] 7.367839e-01 -1.220831e-02 -0.4760832421 -2.688127e-01
## [9125,] 1.513182e+00 2.101586e-01 -0.4489849958 -2.661820e-01
## [9126,] 8.253019e-01 1.603612e-02 -0.4721545208 -2.684558e-01
## [9127,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9128,] 1.537177e+00 1.924479e-01 -0.4552808802 -2.665851e-01
## [9129,] 1.669954e+00 2.348146e-01 -0.4493877983 -2.660498e-01
## [9130,] 1.714213e+00 2.489368e-01 -0.4474234377 -2.658713e-01
## [9131,] 1.537177e+00 1.924479e-01 -0.4552808802 -2.665851e-01
## [9132,] 1.006070e+00 2.298136e-02 -0.4788532078 -2.687266e-01
## [9133,] 1.227364e+00 9.359243e-02 -0.4690314046 -2.678344e-01
## [9134,] 5.192208e-01 -1.323630e-01 -0.5004611748 -2.706897e-01
## [9135,] 1.271623e+00 1.077146e-01 -0.4670670440 -2.676559e-01
## [9136,] 2.904624e-01 -1.038868e-01 -0.4811707189 -2.696127e-01
## [9137,] 6.482660e-01 -4.045274e-02 -0.4800119634 -2.691697e-01
## [9138,] -1.078684e-01 -2.309868e-01 -0.4988499646 -2.712188e-01
## [9139,] 4.952254e-01 -1.146523e-01 -0.4941652903 -2.702866e-01
## [9140,] 3.624485e-01 -1.570189e-01 -0.5000583722 -2.708220e-01
## [9141,] 9.100881e-01 9.382417e-02 -0.4536696701 -2.671142e-01
## [9142,] 1.247628e+00 1.254254e-01 -0.4607711596 -2.672528e-01
## [9143,] 8.492972e-01 -1.674582e-03 -0.4784504053 -2.688589e-01
## [9144,] 2.979259e-01 -2.029741e-01 -0.5102829779 -2.715820e-01
## [9145,] 1.291887e+00 1.395476e-01 -0.4588067989 -2.670743e-01
## [9146,] 4.509664e-01 -1.287745e-01 -0.4961296510 -2.704651e-01
## [9147,] 1.094587e+00 5.122579e-02 -0.4749244865 -2.683697e-01
## [9148,] 1.094587e+00 5.122579e-02 -0.4749244865 -2.683697e-01
## [9149,] 6.482660e-01 -4.045274e-02 -0.4800119634 -2.691697e-01
## [9150,] 1.654454e+00 2.209778e+00 0.1865442677 -2.610355e-01
## [9151,] 6.962567e-01 -7.587414e-02 -0.4926037322 -2.699759e-01
## [9152,] 4.674983e-01 -4.739797e-02 -0.4733132764 -2.688988e-01
## [9153,] 7.367839e-01 -1.220831e-02 -0.4760832421 -2.688127e-01
## [9154,] 4.307028e-01 -1.606074e-01 -0.5043898960 -2.710466e-01
## [9155,] 1.271623e+00 1.077146e-01 -0.4670670440 -2.676559e-01
## [9156,] 4.952254e-01 -1.146523e-01 -0.4941652903 -2.702866e-01
## [9157,] 4.067074e-01 -1.428967e-01 -0.4980940116 -2.706435e-01
## [9158,] 1.477418e+00 2.153289e+00 0.1786868251 -2.617493e-01
## [9159,] 1.489187e+00 2.278693e-01 -0.4426891113 -2.657789e-01
## [9160,] 9.138199e-01 4.428055e-02 -0.4682257996 -2.680989e-01
## [9161,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9162,] 6.962567e-01 -7.587414e-02 -0.4926037322 -2.699759e-01
## [9163,] 5.634797e-01 -1.182408e-01 -0.4984968141 -2.705112e-01
## [9164,] 9.100881e-01 9.382417e-02 -0.4536696701 -2.671142e-01
## [9165,] 1.267892e+00 1.572583e-01 -0.4525109145 -2.666712e-01
## [9166,] 1.026333e+00 5.481428e-02 -0.4705929627 -2.681451e-01
## [9167,] 6.280023e-01 -7.228566e-02 -0.4882722084 -2.697512e-01
## [9168,] 1.448659e+00 1.642035e-01 -0.4592096015 -2.669421e-01
## [9169,] 9.618106e-01 8.859145e-03 -0.4808175684 -2.689051e-01
## [9170,] 1.360141e+00 1.359591e-01 -0.4631383227 -2.672990e-01
## [9171,] 1.444928e+00 2.137471e-01 -0.4446534720 -2.659574e-01
## [9172,] -1.035702e+00 -2.480023e-01 -0.4590606454 -2.694615e-01
## [9173,] 4.749618e-01 -1.464852e-01 -0.5024255354 -2.708682e-01
## [9174,] 6.077387e-01 -1.041186e-01 -0.4965324535 -2.703328e-01
## [9175,] 1.492918e+00 1.783257e-01 -0.4572452408 -2.667636e-01
## [9176,] 6.962567e-01 -7.587414e-02 -0.4926037322 -2.699759e-01
## [9177,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9178,] 9.618106e-01 8.859145e-03 -0.4808175684 -2.689051e-01
## [9179,] 6.482660e-01 -4.045274e-02 -0.4800119634 -2.691697e-01
## [9180,] 1.581436e+00 2.065702e-01 -0.4533165196 -2.664067e-01
## [9181,] 1.006070e+00 2.298136e-02 -0.4788532078 -2.687266e-01
## [9182,] 9.175516e-01 -5.263070e-03 -0.4827819291 -2.690836e-01
## [9183,] 3.624485e-01 -1.570189e-01 -0.5000583722 -2.708220e-01
## [9184,] 1.400669e+00 1.996249e-01 -0.4466178326 -2.661359e-01
## [9185,] 9.618106e-01 8.859145e-03 -0.4808175684 -2.689051e-01
## [9186,] 4.509664e-01 -1.287745e-01 -0.4961296510 -2.704651e-01
## [9187,] 6.962567e-01 -7.587414e-02 -0.4926037322 -2.699759e-01
## [9188,] 1.006070e+00 2.298136e-02 -0.4788532078 -2.687266e-01
## [9189,] 3.864438e-01 -1.747296e-01 -0.5063542567 -2.712251e-01
## [9190,] 1.448659e+00 1.642035e-01 -0.4592096015 -2.669421e-01
## [9191,] -5.211261e-01 -1.599122e-01 -0.4583046924 -2.688862e-01
## [9192,] 5.837434e-01 -8.640787e-02 -0.4902365691 -2.699297e-01
## [9193,] 3.640535e-01 1.225321e-01 -0.4190174797 -2.653171e-01
## [9194,] 5.837434e-01 -8.640787e-02 -0.4902365691 -2.699297e-01
## [9195,] 6.482660e-01 -4.045274e-02 -0.4800119634 -2.691697e-01
## [9196,] 7.847746e-01 -4.762971e-02 -0.4886750110 -2.696189e-01
## [9197,] -3.761226e-01 1.790164e+00 0.1626684416 -2.647244e-01
## [9198,] 9.175516e-01 -5.263070e-03 -0.4827819291 -2.690836e-01
## [9199,] 6.962567e-01 -7.587414e-02 -0.4926037322 -2.699759e-01
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## [9201,] 7.289923e-02 -2.240415e-01 -0.5055486516 -2.714896e-01
## [9202,] 1.227364e+00 9.359243e-02 -0.4690314046 -2.678344e-01
## [9203,] 2.739305e-01 -1.852634e-01 -0.5039870935 -2.711789e-01
## [9204,] 6.327655e-01 1.934511e+00 0.1559201026 -2.641554e-01
## [9205,] 7.250151e-01 1.913212e+00 0.1452926944 -2.647831e-01
## [9206,] 6.280023e-01 -7.228566e-02 -0.4882722084 -2.697512e-01
## [9207,] 4.712301e-01 -9.694160e-02 -0.4878694059 -2.698835e-01
## [9208,] 3.864438e-01 -1.747296e-01 -0.5063542567 -2.712251e-01
## [9209,] 6.002753e-01 -5.031330e-03 -0.4674201945 -2.683634e-01
## [9210,] 7.165203e-01 -4.404123e-02 -0.4843434872 -2.693943e-01
## [9211,] 9.820742e-01 4.069206e-02 -0.4725573234 -2.683235e-01
## [9212,] 6.685296e-01 -8.619819e-03 -0.4717517183 -2.685881e-01
## [9213,] 6.962567e-01 -7.587414e-02 -0.4926037322 -2.699759e-01
## [9214,] 5.634797e-01 -1.182408e-01 -0.4984968141 -2.705112e-01
## [9215,] 6.242706e-01 -2.274203e-02 -0.4737160789 -2.687665e-01
## [9216,] 5.922382e-01 1.870845e+00 0.1393996125 -2.653185e-01
## [9217,] 3.624485e-01 -1.570189e-01 -0.5000583722 -2.708220e-01
## [9218,] 4.712301e-01 -9.694160e-02 -0.4878694059 -2.698835e-01
## [9219,] 1.223633e+00 1.431361e-01 -0.4544752751 -2.668497e-01
## [9220,] 1.046597e+00 8.664720e-02 -0.4623327177 -2.675635e-01
## [9221,] 4.712301e-01 -9.694160e-02 -0.4878694059 -2.698835e-01
## [9222,] 1.094587e+00 5.122579e-02 -0.4749244865 -2.683697e-01
## [9223,] 6.077387e-01 -1.041186e-01 -0.4965324535 -2.703328e-01
## [9224,] 1.227364e+00 9.359243e-02 -0.4690314046 -2.678344e-01
## [9225,] 4.749618e-01 -1.464852e-01 -0.5024255354 -2.708682e-01
## [9226,] 1.227364e+00 9.359243e-02 -0.4690314046 -2.678344e-01
## [9227,] 1.183105e+00 7.947022e-02 -0.4709957653 -2.680128e-01
## [9228,] 1.050329e+00 3.710357e-02 -0.4768888472 -2.685482e-01
## [9229,] 1.537177e+00 1.924479e-01 -0.4552808802 -2.665851e-01
## [9230,] 3.827121e-01 -1.251860e-01 -0.4917981272 -2.702404e-01
## [9231,] 8.050383e-01 -1.579680e-02 -0.4804147659 -2.690374e-01
## [9232,] 8.050383e-01 -1.579680e-02 -0.4804147659 -2.690374e-01
## [9233,] 5.080256e-01 1.626786e-02 -0.4567927863 -2.677357e-01
## [9234,] 1.816808e-01 -1.639642e-01 -0.4933596853 -2.705511e-01
## [9235,] 6.280023e-01 -7.228566e-02 -0.4882722084 -2.697512e-01
## [9236,] 1.183105e+00 7.947022e-02 -0.4709957653 -2.680128e-01
## [9237,] 1.271623e+00 1.077146e-01 -0.4670670440 -2.676559e-01
## [9238,] 4.749618e-01 -1.464852e-01 -0.5024255354 -2.708682e-01
## [9239,] 1.247628e+00 1.254254e-01 -0.4607711596 -2.672528e-01
## [9240,] 9.463100e-01 1.983823e+00 0.1551144975 -2.638908e-01
## [9241,] 1.714213e+00 2.489368e-01 -0.4474234377 -2.658713e-01
## [9242,] 1.714213e+00 2.489368e-01 -0.4474234377 -2.658713e-01
## [9243,] 1.271623e+00 1.077146e-01 -0.4670670440 -2.676559e-01
## [9244,] 8.253019e-01 1.603612e-02 -0.4721545208 -2.684558e-01
## [9245,] 2.296715e-01 -1.993856e-01 -0.5059514541 -2.713573e-01
## [9246,] 1.404400e+00 1.500813e-01 -0.4611739621 -2.671205e-01
## [9247,] 6.482660e-01 -4.045274e-02 -0.4800119634 -2.691697e-01
## [9248,] 5.837434e-01 -8.640787e-02 -0.4902365691 -2.699297e-01
## [9249,] 5.560163e-01 -1.915355e-02 -0.4693845551 -2.685419e-01
## [9250,] 1.376673e+00 2.173356e-01 -0.4403219482 -2.657327e-01
## [9251,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9252,] -2.555722e-01 -7.517892e-02 -0.4465185286 -2.678155e-01
## [9253,] 6.925250e-01 -2.633052e-02 -0.4780476027 -2.689912e-01
## [9254,] 1.291887e+00 1.395476e-01 -0.4588067989 -2.670743e-01
## [9255,] 8.935562e-01 1.244763e-02 -0.4764860446 -2.686805e-01
## [9256,] 1.066860e+00 1.184801e-01 -0.4540724726 -2.669820e-01
## [9257,] 1.187869e+00 2.086267e+00 0.1731965458 -2.624170e-01
## [9258,] 1.114851e+00 8.305871e-02 -0.4666642415 -2.677882e-01
## [9259,] 9.580788e-01 5.840277e-02 -0.4662614389 -2.679204e-01
## [9260,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9261,] 4.067074e-01 -1.428967e-01 -0.4980940116 -2.706435e-01
## [9262,] 6.722613e-01 -5.816344e-02 -0.4863078478 -2.695728e-01
## [9263,] 1.601700e+00 2.384031e-01 -0.4450562745 -2.658251e-01
## [9264,] 3.347214e-01 -8.976462e-02 -0.4792063583 -2.694342e-01
## [9265,] 4.712301e-01 -9.694160e-02 -0.4878694059 -2.698835e-01
## [9266,] 8.732926e-01 -1.938529e-02 -0.4847462897 -2.692620e-01
## [9267,] 1.138846e+00 6.534800e-02 -0.4729601259 -2.681913e-01
## [9268,] 9.618106e-01 8.859145e-03 -0.4808175684 -2.689051e-01
## [9269,] 9.316286e-02 -1.922086e-01 -0.4972884065 -2.709081e-01
## [9270,] 4.952254e-01 -1.146523e-01 -0.4941652903 -2.702866e-01
## [9271,] 1.070592e+00 6.893649e-02 -0.4686286021 -2.679666e-01
## [9272,] 8.050383e-01 -1.579680e-02 -0.4804147659 -2.690374e-01
## [9273,] 6.519977e-01 -8.999636e-02 -0.4945680929 -2.701543e-01
## [9274,] 1.291887e+00 1.395476e-01 -0.4588067989 -2.670743e-01
## [9275,] 6.887932e-01 2.321310e-02 -0.4634914732 -2.680065e-01
## [9276,] 8.492972e-01 -1.674582e-03 -0.4784504053 -2.688589e-01
## [9277,] 1.143610e+00 2.072145e+00 0.1712321851 -2.625954e-01
## [9278,] 4.067074e-01 -1.428967e-01 -0.4980940116 -2.706435e-01
## [9279,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9280,] 1.669954e+00 2.348146e-01 -0.4493877983 -2.660498e-01
## [9281,] -2.818531e-03 -1.213658e-01 -0.4721048688 -2.692956e-01
## [9282,] 7.405157e-01 -6.175193e-02 -0.4906393716 -2.697974e-01
## [9283,] 1.114851e+00 8.305871e-02 -0.4666642415 -2.677882e-01
## [9284,] 4.509664e-01 -1.287745e-01 -0.4961296510 -2.704651e-01
## [9285,] 9.378152e-01 2.656985e-02 -0.4745216840 -2.685020e-01
## [9286,] 1.159110e+00 9.718092e-02 -0.4646998808 -2.676097e-01
## [9287,] 4.067074e-01 -1.428967e-01 -0.4980940116 -2.706435e-01
## [9288,] -2.308216e-02 -1.531987e-01 -0.4803651139 -2.698772e-01
## [9289,] -4.334579e-02 -1.850316e-01 -0.4886253589 -2.704588e-01
## [9290,] 9.820742e-01 4.069206e-02 -0.4725573234 -2.683235e-01
## [9291,] 6.722613e-01 -5.816344e-02 -0.4863078478 -2.695728e-01
## [9292,] 9.783425e-01 9.023568e-02 -0.4580011939 -2.673389e-01
## [9293,] 4.509664e-01 -1.287745e-01 -0.4961296510 -2.704651e-01
## [9294,] 4.509664e-01 -1.287745e-01 -0.4961296510 -2.704651e-01
## [9295,] 6.916752e-02 -1.744979e-01 -0.4909925221 -2.705050e-01
## [9296,] 8.935562e-01 1.244763e-02 -0.4764860446 -2.686805e-01
## [9297,] 9.316286e-02 -1.922086e-01 -0.4972884065 -2.709081e-01
## [9298,] 1.070592e+00 6.893649e-02 -0.4686286021 -2.679666e-01
## [9299,] 1.468923e+00 1.960364e-01 -0.4509493564 -2.663605e-01
## [9300,] 1.026333e+00 5.481428e-02 -0.4705929627 -2.681451e-01
## [9301,] 4.914937e-01 -6.510868e-02 -0.4796091608 -2.693019e-01
## [9302,] 1.267892e+00 1.572583e-01 -0.4525109145 -2.666712e-01
## [9303,] 6.040070e-01 -5.457495e-02 -0.4819763240 -2.693481e-01
## [9304,] 2.056762e-01 -1.816749e-01 -0.4996555697 -2.709542e-01
## [9305,] -3.126314e-01 -2.202213e-01 -0.4858553933 -2.705448e-01
## [9306,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9307,] 1.557441e+00 2.242809e-01 -0.4470206351 -2.660036e-01
## [9308,] 3.181895e-01 -1.711412e-01 -0.5020227329 -2.710004e-01
## [9309,] 1.203369e+00 1.113031e-01 -0.4627355202 -2.674313e-01
## [9310,] 2.296715e-01 -1.993856e-01 -0.5059514541 -2.713573e-01
## [9311,] 1.070592e+00 6.893649e-02 -0.4686286021 -2.679666e-01
## [9312,] 4.890388e-02 -2.063308e-01 -0.4992527672 -2.710865e-01
## [9313,] 4.029757e-01 -9.335311e-02 -0.4835378821 -2.696588e-01
## [9314,] 9.580788e-01 5.840277e-02 -0.4662614389 -2.679204e-01
## [9315,] 6.722613e-01 -5.816344e-02 -0.4863078478 -2.695728e-01
## [9316,] 1.288155e+00 1.890912e-01 -0.4442506694 -2.660897e-01
## [9317,] 8.290336e-01 -3.350750e-02 -0.4867106503 -2.694405e-01
## [9318,] 6.077387e-01 -1.041186e-01 -0.4965324535 -2.703328e-01
## [9319,] 8.050383e-01 -1.579680e-02 -0.4804147659 -2.690374e-01
## [9320,] 6.077387e-01 -1.041186e-01 -0.4965324535 -2.703328e-01
## [9321,] -1.714514e+00 -2.616610e-01 -0.4303015370 -2.681997e-01
## [9322,] 8.935562e-01 1.244763e-02 -0.4764860446 -2.686805e-01
## [9323,] 9.820742e-01 4.069206e-02 -0.4725573234 -2.683235e-01
## [9324,] 1.050329e+00 3.710357e-02 -0.4768888472 -2.685482e-01
## [9325,] 5.634797e-01 -1.182408e-01 -0.4984968141 -2.705112e-01
## [9326,] 7.367839e-01 -1.220831e-02 -0.4760832421 -2.688127e-01
## [9327,] -1.758772e+00 -2.757832e-01 -0.4322658976 -2.683782e-01
## [9328,] 6.722613e-01 -5.816344e-02 -0.4863078478 -2.695728e-01
## [9329,] 1.581436e+00 2.065702e-01 -0.4533165196 -2.664067e-01
## [9330,] 1.006070e+00 2.298136e-02 -0.4788532078 -2.687266e-01
## [9331,] 9.175516e-01 -5.263070e-03 -0.4827819291 -2.690836e-01
## [9332,] 3.549850e-01 -5.793170e-02 -0.4709461132 -2.688526e-01
## [9333,] 1.513182e+00 2.101586e-01 -0.4489849958 -2.661820e-01
## [9334,] 8.290336e-01 -3.350750e-02 -0.4867106503 -2.694405e-01
## [9335,] 8.290336e-01 -3.350750e-02 -0.4867106503 -2.694405e-01
## [9336,] 9.820742e-01 4.069206e-02 -0.4725573234 -2.683235e-01
## [9337,] 7.847746e-01 -4.762971e-02 -0.4886750110 -2.696189e-01
## [9338,] 6.925250e-01 -2.633052e-02 -0.4780476027 -2.689912e-01
## [9339,] 1.103082e+00 2.008479e+00 0.1547116950 -2.637586e-01
## [9340,] 7.165203e-01 -4.404123e-02 -0.4843434872 -2.693943e-01
## [9341,] 3.421848e-01 -1.888519e-01 -0.5083186173 -2.714035e-01
## [9342,] 8.492972e-01 -1.674582e-03 -0.4784504053 -2.688589e-01
## [9343,] -2.038498e-01 -1.601440e-01 -0.4736664269 -2.696064e-01
## [9344,] 6.482660e-01 -4.045274e-02 -0.4800119634 -2.691697e-01
## [9345,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9346,] -1.823295e+00 -3.217383e-01 -0.4424905033 -2.691382e-01
## [9347,] 1.267892e+00 1.572583e-01 -0.4525109145 -2.666712e-01
## [9348,] 6.887932e-01 2.321310e-02 -0.4634914732 -2.680065e-01
## [9349,] -2.308216e-02 -1.531987e-01 -0.4803651139 -2.698772e-01
## [9350,] 1.114851e+00 8.305871e-02 -0.4666642415 -2.677882e-01
## [9351,] 4.067074e-01 -1.428967e-01 -0.4980940116 -2.706435e-01
## [9352,] 8.732926e-01 -1.938529e-02 -0.4847462897 -2.692620e-01
## [9353,] 5.837434e-01 -8.640787e-02 -0.4902365691 -2.699297e-01
## [9354,] 7.847746e-01 -4.762971e-02 -0.4886750110 -2.696189e-01
## [9355,] 8.492972e-01 -1.674582e-03 -0.4784504053 -2.688589e-01
## [9356,] 4.269711e-01 -1.110638e-01 -0.4898337665 -2.700619e-01
## [9357,] 5.837434e-01 -8.640787e-02 -0.4902365691 -2.699297e-01
## [9358,] 9.378152e-01 2.656985e-02 -0.4745216840 -2.685020e-01
## [9359,] 1.360141e+00 1.359591e-01 -0.4631383227 -2.672990e-01
## [9360,] 5.154890e-01 -8.281938e-02 -0.4859050453 -2.697050e-01
## [9361,] 6.040070e-01 -5.457495e-02 -0.4819763240 -2.693481e-01
## [9362,] 1.042865e+00 1.361908e-01 -0.4477765882 -2.665789e-01
## [9363,] 1.614172e-01 -1.957971e-01 -0.5016199303 -2.711327e-01
## [9364,] 6.962567e-01 -7.587414e-02 -0.4926037322 -2.699759e-01
## [9365,] 3.992440e-01 -4.380949e-02 -0.4689817526 -2.686742e-01
## [9366,] 4.952254e-01 -1.146523e-01 -0.4941652903 -2.702866e-01
## [9367,] 5.597480e-01 -6.869717e-02 -0.4839406846 -2.695266e-01
## [9368,] 5.837434e-01 -8.640787e-02 -0.4902365691 -2.699297e-01
## [9369,] 4.067074e-01 -1.428967e-01 -0.4980940116 -2.706435e-01
## [9370,] 1.404400e+00 1.500813e-01 -0.4611739621 -2.671205e-01
## [9371,] 7.293205e-01 8.687894e-02 -0.4469709831 -2.668434e-01
## [9372,] 1.247628e+00 1.254254e-01 -0.4607711596 -2.672528e-01
## [9373,] 1.802731e+00 2.771812e-01 -0.4434947164 -2.655144e-01
## [9374,] 2.739305e-01 -1.852634e-01 -0.5039870935 -2.711789e-01
## [9375,] 3.144578e-01 -1.215975e-01 -0.4874666034 -2.700158e-01
## [9376,] 1.448659e+00 1.642035e-01 -0.4592096015 -2.669421e-01
## [9377,] 1.513182e+00 2.101586e-01 -0.4489849958 -2.661820e-01
## [9378,] 8.935562e-01 1.244763e-02 -0.4764860446 -2.686805e-01
## [9379,] 8.732926e-01 -1.938529e-02 -0.4847462897 -2.692620e-01
## [9380,] 8.732926e-01 -1.938529e-02 -0.4847462897 -2.692620e-01
## [9381,] 1.227364e+00 9.359243e-02 -0.4690314046 -2.678344e-01
## [9382,] 1.315882e+00 1.218369e-01 -0.4651026834 -2.674774e-01
## [9383,] -5.120576e-01 2.055157e-02 -0.4063760589 -2.653507e-01
## [9384,] 1.070592e+00 6.893649e-02 -0.4686286021 -2.679666e-01
## [9385,] 1.267892e+00 1.572583e-01 -0.4525109145 -2.666712e-01
## [9386,] 8.290336e-01 -3.350750e-02 -0.4867106503 -2.694405e-01
## [9387,] 2.904624e-01 -1.038868e-01 -0.4811707189 -2.696127e-01
## [9388,] 6.077387e-01 -1.041186e-01 -0.4965324535 -2.703328e-01
## [9389,] 6.077387e-01 -1.041186e-01 -0.4965324535 -2.703328e-01
## [9390,] 6.519977e-01 -8.999636e-02 -0.4945680929 -2.701543e-01
## [9391,] 1.424664e+00 1.819142e-01 -0.4529137170 -2.665390e-01
## [9392,] 1.114851e+00 8.305871e-02 -0.4666642415 -2.677882e-01
## [9393,] 5.154890e-01 -8.281938e-02 -0.4859050453 -2.697050e-01
## [9394,] 5.837434e-01 -8.640787e-02 -0.4902365691 -2.699297e-01
## [9395,] 3.107260e-01 -7.205392e-02 -0.4729104739 -2.690311e-01
## [9396,] 4.067074e-01 -1.428967e-01 -0.4980940116 -2.706435e-01
## [9397,] 3.624485e-01 -1.570189e-01 -0.5000583722 -2.708220e-01
## [9398,] 6.519977e-01 -8.999636e-02 -0.4945680929 -2.701543e-01
## [9399,] 7.607793e-01 -2.991901e-02 -0.4823791265 -2.692158e-01
## [9400,] 7.367839e-01 -1.220831e-02 -0.4760832421 -2.688127e-01
## [9401,] 9.618106e-01 8.859145e-03 -0.4808175684 -2.689051e-01
## [9402,] 9.316286e-02 -1.922086e-01 -0.4972884065 -2.709081e-01
## [9403,] 1.247628e+00 1.254254e-01 -0.4607711596 -2.672528e-01
## [9404,] 4.029757e-01 -9.335311e-02 -0.4835378821 -2.696588e-01
## [9405,] 4.877620e-01 -1.556506e-02 -0.4650530313 -2.683173e-01
## [9406,] 2.941941e-01 -1.534305e-01 -0.4957268484 -2.705973e-01
## [9407,] 5.837434e-01 -8.640787e-02 -0.4902365691 -2.699297e-01
## [9408,] 9.783425e-01 9.023568e-02 -0.4580011939 -2.673389e-01
## [9409,] 9.138199e-01 4.428055e-02 -0.4682257996 -2.680989e-01
## [9410,] -4.048811e-01 -1.989221e-01 -0.4752279850 -2.699171e-01
## [9411,] 7.367839e-01 -1.220831e-02 -0.4760832421 -2.688127e-01
## [9412,] 6.685296e-01 -8.619819e-03 -0.4717517183 -2.685881e-01
## [9413,] 8.492972e-01 -1.674582e-03 -0.4784504053 -2.688589e-01
## [9414,] 9.378152e-01 2.656985e-02 -0.4745216840 -2.685020e-01
## [9415,] 8.050383e-01 -1.579680e-02 -0.4804147659 -2.690374e-01
## [9416,] 5.800116e-01 -3.686425e-02 -0.4756804396 -2.689450e-01
## [9417,] 5.357527e-01 -5.098646e-02 -0.4776448002 -2.691235e-01
## [9418,] 7.810429e-01 1.913907e-03 -0.4741188815 -2.686343e-01
## [9419,] 1.539538e-01 -9.670986e-02 -0.4725076714 -2.691634e-01
## [9420,] 4.509664e-01 -1.287745e-01 -0.4961296510 -2.704651e-01
## [9421,] 8.253019e-01 1.603612e-02 -0.4721545208 -2.684558e-01
## [9422,] 4.914937e-01 -6.510868e-02 -0.4796091608 -2.693019e-01
## [9423,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9424,] 5.320209e-01 -1.442842e-03 -0.4630886707 -2.681388e-01
## [9425,] 9.340835e-01 7.611347e-02 -0.4599655545 -2.675173e-01
## [9426,] 5.394844e-01 -1.005301e-01 -0.4922009297 -2.701081e-01
## [9427,] 5.837434e-01 -8.640787e-02 -0.4902365691 -2.699297e-01
## [9428,] 2.864025e-02 -2.381637e-01 -0.5075130122 -2.716681e-01
## [9429,] 1.291887e+00 1.395476e-01 -0.4588067989 -2.670743e-01
## [9430,] 2.941941e-01 -1.534305e-01 -0.4957268484 -2.705973e-01
## [9431,] 9.316286e-02 -1.922086e-01 -0.4972884065 -2.709081e-01
## [9432,] 4.644904e-03 -2.204530e-01 -0.5012171278 -2.712650e-01
## [9433,] 8.226016e-01 2.121920e+00 0.2011500492 -2.608906e-01
## [9434,] 1.002338e+00 7.252498e-02 -0.4642970783 -2.677420e-01
## [9435,] -1.078684e-01 -2.309868e-01 -0.4988499646 -2.712188e-01
## [9436,] 7.367839e-01 -1.220831e-02 -0.4760832421 -2.688127e-01
## [9437,] 9.746107e-01 1.397793e-01 -0.4434450644 -2.663542e-01
## [9438,] -1.505223e-01 3.444205e-02 -0.4197734328 -2.658923e-01
## [9439,] 2.259398e-01 -1.498420e-01 -0.4913953246 -2.703727e-01
## [9440,] 4.307028e-01 -1.606074e-01 -0.5043898960 -2.710466e-01
## [9441,] 1.006070e+00 2.298136e-02 -0.4788532078 -2.687266e-01
## [9442,] 5.634797e-01 -1.182408e-01 -0.4984968141 -2.705112e-01
## [9443,] 1.227364e+00 9.359243e-02 -0.4690314046 -2.678344e-01
## [9444,] 2.536669e-01 -2.170963e-01 -0.5122473386 -2.717605e-01
## [9445,] 4.674983e-01 -4.739797e-02 -0.4733132764 -2.688988e-01
## [9446,] -5.856487e-01 -2.058673e-01 -0.4685292981 -2.696463e-01
## [9447,] 6.077387e-01 -1.041186e-01 -0.4965324535 -2.703328e-01
## [9448,] 8.337967e-01 1.973289e+00 0.1574816607 -2.638447e-01
## [9449,] 7.847746e-01 -4.762971e-02 -0.4886750110 -2.696189e-01
## [9450,] 7.847746e-01 -4.762971e-02 -0.4886750110 -2.696189e-01
## [9451,] 1.448659e+00 1.642035e-01 -0.4592096015 -2.669421e-01
## [9452,] 8.732926e-01 -1.938529e-02 -0.4847462897 -2.692620e-01
## [9453,] 9.378152e-01 2.656985e-02 -0.4745216840 -2.685020e-01
## [9454,] 4.232394e-01 -6.152019e-02 -0.4752776370 -2.690773e-01
## [9455,] 4.749618e-01 -1.464852e-01 -0.5024255354 -2.708682e-01
## [9456,] 6.962567e-01 -7.587414e-02 -0.4926037322 -2.699759e-01
## [9457,] 8.732926e-01 -1.938529e-02 -0.4847462897 -2.692620e-01
## [9458,] 3.789804e-01 -7.564240e-02 -0.4772419977 -2.692557e-01
## [9459,] 1.006070e+00 2.298136e-02 -0.4788532078 -2.687266e-01
## [9460,] 1.006070e+00 2.298136e-02 -0.4788532078 -2.687266e-01
## [9461,] 1.404400e+00 1.500813e-01 -0.4611739621 -2.671205e-01
## [9462,] 7.405157e-01 -6.175193e-02 -0.4906393716 -2.697974e-01
## [9463,] 7.810429e-01 1.913907e-03 -0.4741188815 -2.686343e-01
## [9464,] 1.601700e+00 2.384031e-01 -0.4450562745 -2.658251e-01
## [9465,] 8.290336e-01 -3.350750e-02 -0.4867106503 -2.694405e-01
## [9466,] 2.536669e-01 -2.170963e-01 -0.5122473386 -2.717605e-01
## [9467,] 5.634797e-01 -1.182408e-01 -0.4984968141 -2.705112e-01
## [9468,] 1.315882e+00 1.218369e-01 -0.4651026834 -2.674774e-01
## [9469,] 5.080256e-01 1.626786e-02 -0.4567927863 -2.677357e-01
## [9470,] 1.006070e+00 2.298136e-02 -0.4788532078 -2.687266e-01
## [9471,] 1.758472e+00 2.630590e-01 -0.4454590770 -2.656928e-01
## [9472,] 3.384531e-01 -1.393082e-01 -0.4937624878 -2.704189e-01
## [9473,] -5.819375e-01 -2.553117e-01 -0.4838881173 -2.704132e-01
## [9474,] 1.138826e+00 6.544730e-02 -0.4737628156 -2.679736e-01
## [9475,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [9476,] 2.979053e-01 -2.028748e-01 -0.5110856676 -2.713643e-01
## [9477,] 1.114831e+00 8.315801e-02 -0.4674669312 -2.675705e-01
## [9478,] 3.181690e-01 -1.710419e-01 -0.5028254226 -2.707827e-01
## [9479,] 2.979053e-01 -2.028748e-01 -0.5110856676 -2.713643e-01
## [9480,] 1.070572e+00 6.903579e-02 -0.4694312918 -2.677489e-01
## [9481,] 1.046576e+00 8.674650e-02 -0.4631354074 -2.673458e-01
## [9482,] 1.159090e+00 9.728022e-02 -0.4655025705 -2.673920e-01
## [9483,] 3.826916e-01 -1.250867e-01 -0.4926008169 -2.700227e-01
## [9484,] 5.192002e-01 -1.322637e-01 -0.5012638645 -2.704720e-01
## [9485,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [9486,] 2.536464e-01 -2.169970e-01 -0.5130500283 -2.715427e-01
## [9487,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [9488,] -3.755695e-01 1.347389e-02 -0.4158417961 -2.655823e-01
## [9489,] 1.448639e+00 1.643028e-01 -0.4600122912 -2.667244e-01
## [9490,] 1.138826e+00 6.544730e-02 -0.4737628156 -2.679736e-01
## [9491,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [9492,] 8.290131e-01 -3.340820e-02 -0.4875133400 -2.692228e-01
## [9493,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [9494,] 8.290131e-01 -3.340820e-02 -0.4875133400 -2.692228e-01
## [9495,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [9496,] 1.404380e+00 1.501806e-01 -0.4619766518 -2.669028e-01
## [9497,] 1.802711e+00 2.772805e-01 -0.4442974061 -2.652967e-01
## [9498,] 4.306823e-01 -1.605081e-01 -0.5051925857 -2.708289e-01
## [9499,] 1.360121e+00 1.360584e-01 -0.4639410124 -2.670813e-01
## [9500,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [9501,] 1.291867e+00 1.396469e-01 -0.4596094886 -2.668566e-01
## [9502,] 1.271603e+00 1.078139e-01 -0.4678697337 -2.674382e-01
## [9503,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [9504,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [9505,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [9506,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [9507,] 1.114831e+00 8.315801e-02 -0.4674669312 -2.675705e-01
## [9508,] 7.570270e-01 1.972391e-02 -0.4686256867 -2.680135e-01
## [9509,] 6.279818e-01 -7.218635e-02 -0.4890748981 -2.695335e-01
## [9510,] 2.979053e-01 -2.028748e-01 -0.5110856676 -2.713643e-01
## [9511,] 6.077182e-01 -1.040193e-01 -0.4973351432 -2.701151e-01
## [9512,] 1.448639e+00 1.643028e-01 -0.4600122912 -2.667244e-01
## [9513,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [9514,] 8.492767e-01 -1.575281e-03 -0.4792530950 -2.686412e-01
## [9515,] 6.887727e-01 2.331240e-02 -0.4642941629 -2.677888e-01
## [9516,] 4.749413e-01 -1.463859e-01 -0.5032282251 -2.706504e-01
## [9517,] 2.701783e-01 -1.356205e-01 -0.4902336537 -2.699765e-01
## [9518,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [9519,] 6.077182e-01 -1.040193e-01 -0.4973351432 -2.701151e-01
## [9520,] 5.192002e-01 -1.322637e-01 -0.5012638645 -2.704720e-01
## [9521,] 1.006049e+00 2.308066e-02 -0.4796558975 -2.685089e-01
## [9522,] 6.962362e-01 -7.577484e-02 -0.4934064219 -2.697582e-01
## [9523,] 1.175622e+00 1.786568e-01 -0.4426861960 -2.658258e-01
## [9524,] 1.336126e+00 1.537691e-01 -0.4576451280 -2.666782e-01
## [9525,] -4.406657e-01 1.744308e+00 0.1516411462 -2.652667e-01
## [9526,] 1.625675e+00 2.207917e-01 -0.4521548486 -2.660105e-01
## [9527,] 8.290131e-01 -3.340820e-02 -0.4875133400 -2.692228e-01
## [9528,] 1.802711e+00 2.772805e-01 -0.4442974061 -2.652967e-01
## [9529,] 1.625675e+00 2.207917e-01 -0.4521548486 -2.660105e-01
## [9530,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [9531,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [9532,] 1.625675e+00 2.207917e-01 -0.4521548486 -2.660105e-01
## [9533,] 4.749413e-01 -1.463859e-01 -0.5032282251 -2.706504e-01
## [9534,] 1.050308e+00 3.720288e-02 -0.4776915369 -2.683305e-01
## [9535,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [9536,] 9.617900e-01 8.958445e-03 -0.4816202581 -2.686874e-01
## [9537,] 3.421643e-01 -1.887526e-01 -0.5091213070 -2.711858e-01
## [9538,] 8.252814e-01 1.613542e-02 -0.4729572105 -2.682381e-01
## [9539,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [9540,] -6.464601e-01 -3.012668e-01 -0.4941127230 -2.711732e-01
## [9541,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [9542,] 2.093874e-01 -2.311192e-01 -0.5150143889 -2.717212e-01
## [9543,] 1.758452e+00 2.631583e-01 -0.4462617667 -2.654751e-01
## [9544,] 4.509459e-01 -1.286752e-01 -0.4969323407 -2.702473e-01
## [9545,] 4.749413e-01 -1.463859e-01 -0.5032282251 -2.706504e-01
## [9546,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [9547,] 2.296510e-01 -1.992863e-01 -0.5067541438 -2.711396e-01
## [9548,] 6.162130e-01 1.853234e+00 0.1323010383 -2.655039e-01
## [9549,] 1.271603e+00 1.078139e-01 -0.4678697337 -2.674382e-01
## [9550,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [9551,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [9552,] 4.269506e-01 -1.109645e-01 -0.4906364562 -2.698442e-01
## [9553,] 9.617900e-01 8.958445e-03 -0.4816202581 -2.686874e-01
## [9554,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [9555,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [9556,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [9557,] 7.810224e-01 2.013208e-03 -0.4749215712 -2.684166e-01
## [9558,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [9559,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [9560,] 6.962362e-01 -7.577484e-02 -0.4934064219 -2.697582e-01
## [9561,] 6.962362e-01 -7.577484e-02 -0.4934064219 -2.697582e-01
## [9562,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [9563,] 1.006049e+00 2.308066e-02 -0.4796558975 -2.685089e-01
## [9564,] 1.203349e+00 1.114024e-01 -0.4635382099 -2.672135e-01
## [9565,] 1.492898e+00 1.784250e-01 -0.4580479305 -2.665459e-01
## [9566,] 4.306823e-01 -1.605081e-01 -0.5051925857 -2.708289e-01
## [9567,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [9568,] 4.306823e-01 -1.605081e-01 -0.5051925857 -2.708289e-01
## [9569,] 1.183085e+00 7.956952e-02 -0.4717984550 -2.677951e-01
## [9570,] 1.714193e+00 2.490361e-01 -0.4482261274 -2.656536e-01
## [9571,] 8.926686e-04 -1.708101e-01 -0.4874636880 -2.700626e-01
## [9572,] 5.320004e-01 -1.343541e-03 -0.4638913604 -2.679211e-01
## [9573,] 4.391771e-01 1.796745e+00 0.1244435958 -2.662177e-01
## [9574,] 1.513161e+00 2.102579e-01 -0.4497876855 -2.659643e-01
## [9575,] 1.411330e-01 -2.275307e-01 -0.5106828651 -2.714966e-01
## [9576,] 4.306823e-01 -1.605081e-01 -0.5051925857 -2.708289e-01
## [9577,] 1.094567e+00 5.132509e-02 -0.4757271762 -2.681520e-01
## [9578,] 1.094567e+00 5.132509e-02 -0.4757271762 -2.681520e-01
## [9579,] 1.094567e+00 5.132509e-02 -0.4757271762 -2.681520e-01
## [9580,] 1.094567e+00 5.132509e-02 -0.4757271762 -2.681520e-01
## [9581,] 4.306823e-01 -1.605081e-01 -0.5051925857 -2.708289e-01
## [9582,] 6.722408e-01 -5.806414e-02 -0.4871105375 -2.693550e-01
## [9583,] 5.394639e-01 -1.004308e-01 -0.4930036194 -2.698904e-01
## [9584,] 1.424643e+00 1.820135e-01 -0.4537164067 -2.663212e-01
## [9585,] 1.601679e+00 2.385024e-01 -0.4458589642 -2.656074e-01
## [9586,] 3.506591e-01 1.768500e+00 0.1205148745 -2.665747e-01
## [9587,] 3.586962e-01 -1.073760e-01 -0.4863049324 -2.696196e-01
## [9588,] 3.624279e-01 -1.569196e-01 -0.5008610619 -2.706043e-01
## [9589,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [9590,] 4.306823e-01 -1.605081e-01 -0.5051925857 -2.708289e-01
## [9591,] 1.312130e+00 1.714798e-01 -0.4513492436 -2.662751e-01
## [9592,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [9593,] 1.223612e+00 1.432354e-01 -0.4552779648 -2.666320e-01
## [9594,] 1.094567e+00 5.132509e-02 -0.4757271762 -2.681520e-01
## [9595,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [9596,] 5.192002e-01 -1.322637e-01 -0.5012638645 -2.704720e-01
## [9597,] 4.749413e-01 -1.463859e-01 -0.5032282251 -2.706504e-01
## [9598,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [9599,] 2.979053e-01 -2.028748e-01 -0.5110856676 -2.713643e-01
## [9600,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [9601,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [9602,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [9603,] 1.183085e+00 7.956952e-02 -0.4717984550 -2.677951e-01
## [9604,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [9605,] 1.183085e+00 7.956952e-02 -0.4717984550 -2.677951e-01
## [9606,] 3.421643e-01 -1.887526e-01 -0.5091213070 -2.711858e-01
## [9607,] 4.029552e-01 -9.325381e-02 -0.4843405718 -2.694411e-01
## [9608,] -4.400921e-01 -3.248124e-02 -0.4260664018 -2.663423e-01
## [9609,] 2.739100e-01 -1.851641e-01 -0.5047897832 -2.709612e-01
## [9610,] 5.394639e-01 -1.004308e-01 -0.4930036194 -2.698904e-01
## [9611,] 8.492767e-01 -1.575281e-03 -0.4792530950 -2.686412e-01
## [9612,] 9.617900e-01 8.958445e-03 -0.4816202581 -2.686874e-01
## [9613,] 2.424512e-01 -6.836613e-02 -0.4693816398 -2.685887e-01
## [9614,] 2.536464e-01 -2.169970e-01 -0.5130500283 -2.715427e-01
## [9615,] 8.252814e-01 1.613542e-02 -0.4729572105 -2.682381e-01
## [9616,] 6.962362e-01 -7.577484e-02 -0.4934064219 -2.697582e-01
## [9617,] 7.164998e-01 -4.394193e-02 -0.4851461769 -2.691766e-01
## [9618,] 1.138826e+00 6.544730e-02 -0.4737628156 -2.679736e-01
## [9619,] 4.509459e-01 -1.286752e-01 -0.4969323407 -2.702473e-01
## [9620,] 1.404380e+00 1.501806e-01 -0.4619766518 -2.669028e-01
## [9621,] 4.952049e-01 -1.145530e-01 -0.4949679800 -2.700689e-01
## [9622,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [9623,] 1.625675e+00 2.207917e-01 -0.4521548486 -2.660105e-01
## [9624,] 6.962362e-01 -7.577484e-02 -0.4934064219 -2.697582e-01
## [9625,] 1.669934e+00 2.349139e-01 -0.4501904880 -2.658321e-01
## [9626,] 1.537157e+00 1.925472e-01 -0.4560835699 -2.663674e-01
## [9627,] 1.315862e+00 1.219362e-01 -0.4659053731 -2.672597e-01
## [9628,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [9629,] 6.077182e-01 -1.040193e-01 -0.4973351432 -2.701151e-01
## [9630,] 3.826916e-01 -1.250867e-01 -0.4926008169 -2.700227e-01
## [9631,] 9.687406e-02 -2.416529e-01 -0.5126472257 -2.716750e-01
## [9632,] 1.411330e-01 -2.275307e-01 -0.5106828651 -2.714966e-01
## [9633,] 5.394639e-01 -1.004308e-01 -0.4930036194 -2.698904e-01
## [9634,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [9635,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [9636,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [9637,] 2.306824e-01 1.857054e+00 0.1519942967 -2.645591e-01
## [9638,] 2.536464e-01 -2.169970e-01 -0.5130500283 -2.715427e-01
## [9639,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [9640,] 4.306823e-01 -1.605081e-01 -0.5051925857 -2.708289e-01
## [9641,] 1.758452e+00 2.631583e-01 -0.4462617667 -2.654751e-01
## [9642,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [9643,] 6.962362e-01 -7.577484e-02 -0.4934064219 -2.697582e-01
## [9644,] 6.077182e-01 -1.040193e-01 -0.4973351432 -2.701151e-01
## [9645,] 2.536464e-01 -2.169970e-01 -0.5130500283 -2.715427e-01
## [9646,] 1.802711e+00 2.772805e-01 -0.4442974061 -2.652967e-01
## [9647,] 9.820537e-01 4.079136e-02 -0.4733600131 -2.681058e-01
## [9648,] 4.066869e-01 -1.427974e-01 -0.4988967013 -2.704258e-01
## [9649,] 6.279818e-01 -7.218635e-02 -0.4890748981 -2.695335e-01
## [9650,] 3.624279e-01 -1.569196e-01 -0.5008610619 -2.706043e-01
## [9651,] 8.817669e-01 1.937967e+00 0.1440872021 -2.644332e-01
## [9652,] 1.380384e+00 1.678913e-01 -0.4556807674 -2.664997e-01
## [9653,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [9654,] 1.271603e+00 1.078139e-01 -0.4678697337 -2.674382e-01
## [9655,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [9656,] 1.227344e+00 9.369173e-02 -0.4698340943 -2.676166e-01
## [9657,] 2.739100e-01 -1.851641e-01 -0.5047897832 -2.709612e-01
## [9658,] 4.066869e-01 -1.427974e-01 -0.4988967013 -2.704258e-01
## [9659,] 1.714193e+00 2.490361e-01 -0.4482261274 -2.656536e-01
## [9660,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [9661,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [9662,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [9663,] 8.695404e-01 3.025764e-02 -0.4709928499 -2.680596e-01
## [9664,] 4.952049e-01 -1.145530e-01 -0.4949679800 -2.700689e-01
## [9665,] 3.181690e-01 -1.710419e-01 -0.5028254226 -2.707827e-01
## [9666,] 6.279818e-01 -7.218635e-02 -0.4890748981 -2.695335e-01
## [9667,] 9.377947e-01 2.666915e-02 -0.4753243737 -2.682843e-01
## [9668,] 2.259193e-01 -1.497427e-01 -0.4921980143 -2.701550e-01
## [9669,] 1.183085e+00 7.956952e-02 -0.4717984550 -2.677951e-01
## [9670,] 1.360121e+00 1.360584e-01 -0.4639410124 -2.670813e-01
## [9671,] 9.617900e-01 8.958445e-03 -0.4816202581 -2.686874e-01
## [9672,] 8.290131e-01 -3.340820e-02 -0.4875133400 -2.692228e-01
## [9673,] 9.617900e-01 8.958445e-03 -0.4816202581 -2.686874e-01
## [9674,] 9.783219e-01 9.033499e-02 -0.4588038836 -2.671212e-01
## [9675,] 4.914732e-01 -6.500938e-02 -0.4804118505 -2.690842e-01
## [9676,] 1.135094e+00 1.149909e-01 -0.4592066861 -2.669889e-01
## [9677,] 1.267871e+00 1.573576e-01 -0.4533136042 -2.664535e-01
## [9678,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [9679,] 9.377947e-01 2.666915e-02 -0.4753243737 -2.682843e-01
## [9680,] 7.367634e-01 -1.210901e-02 -0.4768859318 -2.685950e-01
## [9681,] 4.509459e-01 -1.286752e-01 -0.4969323407 -2.702473e-01
## [9682,] 4.066869e-01 -1.427974e-01 -0.4988967013 -2.704258e-01
## [9683,] -1.318843e-01 -2.131768e-01 -0.4933567699 -2.705980e-01
## [9684,] 1.223612e+00 1.432354e-01 -0.4552779648 -2.666320e-01
## [9685,] 1.714193e+00 2.490361e-01 -0.4482261274 -2.656536e-01
## [9686,] 1.227344e+00 9.369173e-02 -0.4698340943 -2.676166e-01
## [9687,] 1.138826e+00 6.544730e-02 -0.4737628156 -2.679736e-01
## [9688,] 9.137993e-01 4.437985e-02 -0.4690284893 -2.678812e-01
## [9689,] 4.472142e-01 -7.913159e-02 -0.4823762112 -2.692627e-01
## [9690,] 1.203349e+00 1.114024e-01 -0.4635382099 -2.672135e-01
## [9691,] 1.853920e-01 -2.134085e-01 -0.5087185045 -2.713181e-01
## [9692,] 8.050177e-01 -1.569750e-02 -0.4812174556 -2.688197e-01
## [9693,] 4.509459e-01 -1.286752e-01 -0.4969323407 -2.702473e-01
## [9694,] 2.488802e-02 -1.885208e-01 -0.4937595724 -2.704657e-01
## [9695,] 1.690197e+00 2.667468e-01 -0.4419302429 -2.652505e-01
## [9696,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [9697,] 5.837228e-01 -8.630857e-02 -0.4910392588 -2.697120e-01
## [9698,] 4.509459e-01 -1.286752e-01 -0.4969323407 -2.702473e-01
## [9699,] 2.739100e-01 -1.851641e-01 -0.5047897832 -2.709612e-01
## [9700,] 1.046576e+00 8.674650e-02 -0.4631354074 -2.673458e-01
## [9701,] 6.205184e-01 2.690089e-02 -0.4599626391 -2.675642e-01
## [9702,] 1.853920e-01 -2.134085e-01 -0.5087185045 -2.713181e-01
## [9703,] 1.613967e-01 -1.956978e-01 -0.5024226200 -2.709150e-01
## [9704,] -3.515741e-01 -4.236810e-03 -0.4221376806 -2.659854e-01
## [9705,] 3.181690e-01 -1.710419e-01 -0.5028254226 -2.707827e-01
## [9706,] 8.577716e-01 1.955678e+00 0.1503830866 -2.640300e-01
## [9707,] 8.935357e-01 1.254693e-02 -0.4772887343 -2.684628e-01
## [9708,] 6.279818e-01 -7.218635e-02 -0.4890748981 -2.695335e-01
## [9709,] 2.584095e-01 1.789800e+00 0.1311422828 -2.659469e-01
## [9710,] 1.002317e+00 7.262428e-02 -0.4650997680 -2.675243e-01
## [9711,] 1.199617e+00 1.609461e-01 -0.4489820804 -2.662289e-01
## [9712,] -1.236754e+00 -2.866811e-01 -0.4614248932 -2.695545e-01
## [9713,] 8.935357e-01 1.254693e-02 -0.4772887343 -2.684628e-01
## [9714,] 6.482455e-01 -4.035344e-02 -0.4808146531 -2.689519e-01
## [9715,] 4.472142e-01 -7.913159e-02 -0.4823762112 -2.692627e-01
## [9716,] 1.411330e-01 -2.275307e-01 -0.5106828651 -2.714966e-01
## [9717,] 5.394639e-01 -1.004308e-01 -0.4930036194 -2.698904e-01
## [9718,] 6.242501e-01 -2.264273e-02 -0.4745187686 -2.685488e-01
## [9719,] 8.050177e-01 -1.569750e-02 -0.4812174556 -2.688197e-01
## [9720,] 1.853920e-01 -2.134085e-01 -0.5087185045 -2.713181e-01
## [9721,] 1.090835e+00 1.008687e-01 -0.4611710467 -2.671674e-01
## [9722,] 1.465171e+00 2.456793e-01 -0.4371959166 -2.651581e-01
## [9723,] 5.559958e-01 -1.905424e-02 -0.4701872448 -2.683242e-01
## [9724,] 4.712095e-01 -9.684230e-02 -0.4886720956 -2.696658e-01
## [9725,] 3.624279e-01 -1.569196e-01 -0.5008610619 -2.706043e-01
## [9726,] 7.810224e-01 2.013208e-03 -0.4749215712 -2.684166e-01
## [9727,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [9728,] -3.089202e-01 -2.696656e-01 -0.5012142124 -2.713118e-01
## [9729,] 5.597275e-01 -6.859787e-02 -0.4847433743 -2.693089e-01
## [9730,] 3.384326e-01 -1.392089e-01 -0.4945651775 -2.702012e-01
## [9731,] 5.837228e-01 -8.630857e-02 -0.4910392588 -2.697120e-01
## [9732,] 2.739100e-01 -1.851641e-01 -0.5047897832 -2.709612e-01
## [9733,] 3.384326e-01 -1.392089e-01 -0.4945651775 -2.702012e-01
## [9734,] 3.597276e-01 1.948964e+00 0.1724435081 -2.630391e-01
## [9735,] 2.461829e-01 -1.179097e-01 -0.4839377693 -2.695734e-01
## [9736,] 8.012860e-01 3.384613e-02 -0.4666613261 -2.678350e-01
## [9737,] 6.482455e-01 -4.035344e-02 -0.4808146531 -2.689519e-01
## [9738,] 6.039865e-01 -5.447565e-02 -0.4827790137 -2.691304e-01
## [9739,] 1.336126e+00 1.537691e-01 -0.4576451280 -2.666782e-01
## [9740,] 6.242501e-01 -2.264273e-02 -0.4745187686 -2.685488e-01
## [9741,] 1.026313e+00 5.491358e-02 -0.4713956524 -2.679274e-01
## [9742,] 4.797044e-01 1.860411e+00 0.1409640859 -2.650546e-01
## [9743,] 3.789599e-01 -7.554310e-02 -0.4780446874 -2.690380e-01
## [9744,] 1.380384e+00 1.678913e-01 -0.4556807674 -2.664997e-01
## [9745,] 6.722408e-01 -5.806414e-02 -0.4871105375 -2.693550e-01
## [9746,] 1.159090e+00 9.728022e-02 -0.4655025705 -2.673920e-01
## [9747,] 6.279818e-01 -7.218635e-02 -0.4890748981 -2.695335e-01
## [9748,] 4.066869e-01 -1.427974e-01 -0.4988967013 -2.704258e-01
## [9749,] 4.066869e-01 -1.427974e-01 -0.4988967013 -2.704258e-01
## [9750,] 4.712095e-01 -9.684230e-02 -0.4886720956 -2.696658e-01
## [9751,] 1.869971e-01 6.614252e-02 -0.4276776120 -2.658132e-01
## [9752,] 9.137993e-01 4.437985e-02 -0.4690284893 -2.678812e-01
## [9753,] 8.492767e-01 -1.575281e-03 -0.4792530950 -2.686412e-01
## [9754,] 5.394639e-01 -1.004308e-01 -0.4930036194 -2.698904e-01
## [9755,] 7.367634e-01 -1.210901e-02 -0.4768859318 -2.685950e-01
## [9756,] -5.414102e-01 -1.916458e-01 -0.4673676271 -2.692501e-01
## [9757,] 4.515165e-02 -1.566879e-01 -0.4854993274 -2.698841e-01
## [9758,] 1.179353e+00 1.291131e-01 -0.4572423255 -2.668104e-01
## [9759,] 8.492767e-01 -1.575281e-03 -0.4792530950 -2.686412e-01
## [9760,] -1.895302e+00 -2.685069e-01 -0.4244055397 -2.677112e-01
## [9761,] 1.247608e+00 1.255247e-01 -0.4615738493 -2.670351e-01
## [9762,] 4.952049e-01 -1.145530e-01 -0.4949679800 -2.700689e-01
## [9763,] 6.722408e-01 -5.806414e-02 -0.4871105375 -2.693550e-01
## [9764,] 8.215497e-01 6.567904e-02 -0.4584010810 -2.672534e-01
## [9765,] 1.312130e+00 1.714798e-01 -0.4513492436 -2.662751e-01
## [9766,] 5.394639e-01 -1.004308e-01 -0.4930036194 -2.698904e-01
## [9767,] 3.586962e-01 -1.073760e-01 -0.4863049324 -2.696196e-01
## [9768,] -1.836067e-01 -1.282117e-01 -0.4662088716 -2.688071e-01
## [9769,] 5.597275e-01 -6.859787e-02 -0.4847433743 -2.693089e-01
## [9770,] 6.925044e-01 -2.623122e-02 -0.4788502924 -2.687735e-01
## [9771,] 1.400648e+00 1.997242e-01 -0.4474205223 -2.659181e-01
## [9772,] 3.586962e-01 -1.073760e-01 -0.4863049324 -2.696196e-01
## [9773,] 3.586962e-01 -1.073760e-01 -0.4863049324 -2.696196e-01
## [9774,] 6.445137e-01 9.190185e-03 -0.4662585236 -2.679673e-01
## [9775,] 1.195885e+00 2.104897e-01 -0.4344259509 -2.652442e-01
## [9776,] 5.357321e-01 -5.088716e-02 -0.4784474899 -2.689058e-01
## [9777,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [9778,] 4.802780e-01 8.362149e-02 -0.4367434621 -2.661302e-01
## [9779,] 7.367634e-01 -1.210901e-02 -0.4768859318 -2.685950e-01
## [9780,] 1.374013e-01 -1.779871e-01 -0.4961267356 -2.705119e-01
## [9781,] 1.002310e+00 7.265738e-02 -0.4653673312 -2.674517e-01
## [9782,] -1.116275e-01 -1.813107e-01 -0.4853640881 -2.699438e-01
## [9783,] 9.745834e-01 1.399117e-01 -0.4445153173 -2.660639e-01
## [9784,] 8.380747e-01 1.470887e-01 -0.4358522697 -2.656146e-01
## [9785,] 1.135087e+00 1.150240e-01 -0.4594742493 -2.669163e-01
## [9786,] -9.397479e-01 -3.187127e-01 -0.4853144361 -2.707837e-01
## [9787,] -1.521547e-01 -2.449766e-01 -0.5018845782 -2.711070e-01
## [9788,] 6.540844e-02 -1.248219e-01 -0.4775066456 -2.692300e-01
## [9789,] 8.897971e-01 6.212366e-02 -0.4630001681 -2.674055e-01
## [9790,] 6.279750e-01 -7.215325e-02 -0.4893424614 -2.694609e-01
## [9791,] 5.597207e-01 -6.856477e-02 -0.4850109376 -2.692363e-01
## [9792,] 9.543198e-01 1.080788e-01 -0.4527755624 -2.666455e-01
## [9793,] 6.567334e-01 1.916933e+00 0.1485539652 -2.642682e-01
## [9794,] -2.609363e-01 -3.050539e-01 -0.5140735445 -2.720454e-01
## [9795,] 6.482386e-01 -4.032034e-02 -0.4810822163 -2.688794e-01
## [9796,] 6.482386e-01 -4.032034e-02 -0.4810822163 -2.688794e-01
## [9797,] 2.344073e-01 1.807543e+00 0.1371706040 -2.654712e-01
## [9798,] 6.887659e-01 2.334550e-02 -0.4645617262 -2.677162e-01
## [9799,] 6.722340e-01 -5.803104e-02 -0.4873781007 -2.692825e-01
## [9800,] 8.050109e-01 -1.566440e-02 -0.4814850188 -2.687471e-01
## [9801,] 1.411262e-01 -2.274976e-01 -0.5109504283 -2.714240e-01
## [9802,] 1.090828e+00 1.009018e-01 -0.4614386100 -2.670948e-01
## [9803,] 3.069670e-01 -2.237789e-02 -0.4594245973 -2.677561e-01
## [9804,] 5.394570e-01 -1.003977e-01 -0.4932711826 -2.698179e-01
## [9805,] 7.607519e-01 -2.978661e-02 -0.4834493795 -2.689256e-01
## [9806,] 1.629949e-01 8.388633e-02 -0.4216492908 -2.653375e-01
## [9807,] 7.367566e-01 -1.207591e-02 -0.4771534950 -2.685225e-01
## [9808,] 4.509391e-01 -1.286421e-01 -0.4971999039 -2.701748e-01
## [9809,] 2.488118e-02 -1.884877e-01 -0.4940271357 -2.703931e-01
## [9810,] -4.049084e-01 -1.987897e-01 -0.4762982380 -2.696268e-01
## [9811,] 1.183078e+00 7.960262e-02 -0.4720660182 -2.677225e-01
## [9812,] 5.648940e-03 1.836020e+00 0.1564610598 -2.643942e-01
## [9813,] 1.557414e+00 2.244133e-01 -0.4480908881 -2.657133e-01
## [9814,] 2.056488e-01 -1.815425e-01 -0.5007258226 -2.706640e-01
## [9815,] 1.050301e+00 3.723598e-02 -0.4779591001 -2.682579e-01
## [9816,] 1.492891e+00 1.784581e-01 -0.4583154938 -2.664733e-01
## [9817,] 1.492891e+00 1.784581e-01 -0.4583154938 -2.664733e-01
## [9818,] 1.022574e+00 1.044903e-01 -0.4571070862 -2.668701e-01
## [9819,] 1.094560e+00 5.135819e-02 -0.4759947395 -2.680795e-01
## [9820,] 3.864165e-01 -1.745972e-01 -0.5074245096 -2.709348e-01
## [9821,] 8.732652e-01 -1.925288e-02 -0.4858165426 -2.689717e-01
## [9822,] 3.714896e-01 2.357724e-02 -0.4491999916 -2.669961e-01
## [9823,] 1.243869e+00 1.751014e-01 -0.4472852830 -2.659778e-01
## [9824,] 1.050301e+00 3.723598e-02 -0.4779591001 -2.682579e-01
## [9825,] 1.944537e-01 -3.291162e-02 -0.4570574342 -2.677100e-01
## [9826,] 6.077114e-01 -1.039862e-01 -0.4976027064 -2.700425e-01
## [9827,] 1.050301e+00 3.723598e-02 -0.4779591001 -2.682579e-01
## [9828,] 5.357253e-01 -5.085406e-02 -0.4787150531 -2.688332e-01
## [9829,] 4.306754e-01 -1.604750e-01 -0.5054601490 -2.707563e-01
## [9830,] 1.070565e+00 6.906889e-02 -0.4696988550 -2.676763e-01
## [9831,] 7.404883e-01 -6.161953e-02 -0.4917096245 -2.695071e-01
## [9832,] 1.227337e+00 9.372483e-02 -0.4701016576 -2.675441e-01
## [9833,] 5.117300e-01 -3.314336e-02 -0.4724191687 -2.684301e-01
## [9834,] 1.114824e+00 8.319111e-02 -0.4677344944 -2.674979e-01
## [9835,] 7.810156e-01 2.046308e-03 -0.4751891344 -2.683440e-01
## [9836,] 7.404883e-01 -6.161953e-02 -0.4917096245 -2.695071e-01
## [9837,] 1.006042e+00 2.311376e-02 -0.4799234607 -2.684364e-01
## [9838,] 8.732652e-01 -1.925288e-02 -0.4858165426 -2.689717e-01
## [9839,] 1.026306e+00 5.494668e-02 -0.4716632157 -2.678548e-01
## [9840,] 8.215428e-01 6.571214e-02 -0.4586686443 -2.671809e-01
## [9841,] 9.260190e-01 1.952122e+00 0.1457839995 -2.641821e-01
## [9842,] 6.162062e-01 1.853267e+00 0.1320334751 -2.654313e-01
## [9843,] 1.625668e+00 2.208248e-01 -0.4524224119 -2.659379e-01
## [9844,] 3.864165e-01 -1.745972e-01 -0.5074245096 -2.709348e-01
## [9845,] 6.077114e-01 -1.039862e-01 -0.4976027064 -2.700425e-01
## [9846,] 3.864165e-01 -1.745972e-01 -0.5074245096 -2.709348e-01
## [9847,] 4.306754e-01 -1.604750e-01 -0.5054601490 -2.707563e-01
## [9848,] 4.029484e-01 -9.322071e-02 -0.4846081350 -2.693686e-01
## [9849,] 6.962293e-01 -7.574174e-02 -0.4936739852 -2.696856e-01
## [9850,] 1.315855e+00 1.219693e-01 -0.4661729363 -2.671872e-01
## [9851,] 1.208626e-01 -2.593305e-01 -0.5192106734 -2.720055e-01
## [9852,] 1.271596e+00 1.078470e-01 -0.4681372969 -2.673656e-01
## [9853,] 1.634163e+00 2.178078e+00 0.1772137697 -2.613268e-01
## [9854,] 5.634524e-01 -1.181084e-01 -0.4995670671 -2.702210e-01
## [9855,] 1.271596e+00 1.078470e-01 -0.4681372969 -2.673656e-01
## [9856,] 1.448632e+00 1.643359e-01 -0.4602798544 -2.666518e-01
## [9857,] 6.077114e-01 -1.039862e-01 -0.4976027064 -2.700425e-01
## [9858,] 4.749344e-01 -1.463528e-01 -0.5034957883 -2.705779e-01
## [9859,] 3.181621e-01 -1.710088e-01 -0.5030929858 -2.707102e-01
## [9860,] 2.941668e-01 -1.532981e-01 -0.4967971014 -2.703070e-01
## [9861,] 7.164929e-01 -4.390882e-02 -0.4854137401 -2.691040e-01
## [9862,] 1.026306e+00 5.494668e-02 -0.4716632157 -2.678548e-01
## [9863,] 7.404883e-01 -6.161953e-02 -0.4917096245 -2.695071e-01
## [9864,] 1.138819e+00 6.548040e-02 -0.4740303788 -2.679010e-01
## [9865,] 5.191934e-01 -1.322306e-01 -0.5015314277 -2.703994e-01
## [9866,] 1.227337e+00 9.372483e-02 -0.4701016576 -2.675441e-01
## [9867,] 3.421575e-01 -1.887195e-01 -0.5093888702 -2.711133e-01
## [9868,] 7.847473e-01 -4.749731e-02 -0.4897452639 -2.693287e-01
## [9869,] 1.315855e+00 1.219693e-01 -0.4661729363 -2.671872e-01
## [9870,] 7.847473e-01 -4.749731e-02 -0.4897452639 -2.693287e-01
## [9871,] 8.935289e-01 1.258003e-02 -0.4775562976 -2.683902e-01
## [9872,] 1.537150e+00 1.925803e-01 -0.4563511331 -2.662949e-01
## [9873,] 1.448632e+00 1.643359e-01 -0.4602798544 -2.666518e-01
## [9874,] 1.050301e+00 3.723598e-02 -0.4779591001 -2.682579e-01
## [9875,] 4.749344e-01 -1.463528e-01 -0.5034957883 -2.705779e-01
## [9876,] 1.050301e+00 3.723598e-02 -0.4779591001 -2.682579e-01
## [9877,] 1.448632e+00 1.643359e-01 -0.4602798544 -2.666518e-01
## [9878,] 7.164929e-01 -4.390882e-02 -0.4854137401 -2.691040e-01
## [9879,] 8.290063e-01 -3.337510e-02 -0.4877809033 -2.691502e-01
## [9880,] 5.634524e-01 -1.181084e-01 -0.4995670671 -2.702210e-01
## [9881,] 1.227337e+00 9.372483e-02 -0.4701016576 -2.675441e-01
## [9882,] 6.519703e-01 -8.986396e-02 -0.4956383458 -2.698640e-01
## [9883,] 6.077114e-01 -1.039862e-01 -0.4976027064 -2.700425e-01
## [9884,] -6.816575e-01 -1.348921e-01 -0.4444160133 -2.677436e-01
## [9885,] 1.669927e+00 2.349470e-01 -0.4504580512 -2.657595e-01
## [9886,] 2.093805e-01 -2.310861e-01 -0.5152819521 -2.716486e-01
## [9887,] 6.077114e-01 -1.039862e-01 -0.4976027064 -2.700425e-01
## [9888,] 5.357253e-01 -5.085406e-02 -0.4787150531 -2.688332e-01
## [9889,] 1.138819e+00 6.548040e-02 -0.4740303788 -2.679010e-01
## [9890,] 5.191934e-01 -1.322306e-01 -0.5015314277 -2.703994e-01
## [9891,] 4.066801e-01 -1.427643e-01 -0.4991642645 -2.703532e-01
## [9892,] 1.271596e+00 1.078470e-01 -0.4681372969 -2.673656e-01
## [9893,] 7.847473e-01 -4.749731e-02 -0.4897452639 -2.693287e-01
## [9894,] 7.047241e-01 1.881511e+00 0.1359621964 -2.650744e-01
## [9895,] 1.404373e+00 1.502137e-01 -0.4622442150 -2.668302e-01
## [9896,] 6.077114e-01 -1.039862e-01 -0.4976027064 -2.700425e-01
## [9897,] 1.802704e+00 2.773136e-01 -0.4445649693 -2.652241e-01
## [9898,] 2.536395e-01 -2.169639e-01 -0.5133175915 -2.714702e-01
## [9899,] 1.360114e+00 1.360915e-01 -0.4642085757 -2.670087e-01
## [9900,] 6.077114e-01 -1.039862e-01 -0.4976027064 -2.700425e-01
## [9901,] 1.094560e+00 5.135819e-02 -0.4759947395 -2.680795e-01
## [9902,] 1.191573e+00 2.036856e+00 0.1575701633 -2.631114e-01
## [9903,] 1.669927e+00 2.349470e-01 -0.4504580512 -2.657595e-01
## [9904,] 1.714186e+00 2.490692e-01 -0.4484936906 -2.655810e-01
## [9905,] 1.501386e+00 2.135711e+00 0.1713206878 -2.618622e-01
## [9906,] 6.242433e-01 -2.260963e-02 -0.4747863319 -2.684763e-01
## [9907,] 6.519703e-01 -8.986396e-02 -0.4956383458 -2.698640e-01
## [9908,] 5.479519e-01 1.856855e+00 0.1363649989 -2.652067e-01
## [9909,] 5.191934e-01 -1.322306e-01 -0.5015314277 -2.703994e-01
## [9910,] 1.581409e+00 2.067026e-01 -0.4543867725 -2.661164e-01
## [9911,] 1.138819e+00 6.548040e-02 -0.4740303788 -2.679010e-01
## [9912,] 1.300355e+00 2.096933e+00 0.1697591297 -2.621729e-01
## [9913,] 1.094560e+00 5.135819e-02 -0.4759947395 -2.680795e-01
## [9914,] 4.749344e-01 -1.463528e-01 -0.5034957883 -2.705779e-01
## [9915,] 1.698685e+00 2.224033e+00 0.1874383754 -2.605668e-01
## [9916,] 7.607519e-01 -2.978661e-02 -0.4834493795 -2.689256e-01
## [9917,] 1.336119e+00 1.538022e-01 -0.4579126912 -2.666056e-01
## [9918,] 6.540844e-02 -1.248219e-01 -0.4775066456 -2.692300e-01
## [9919,] 9.617832e-01 8.991546e-03 -0.4818878214 -2.686148e-01
## [9920,] 1.050301e+00 3.723598e-02 -0.4779591001 -2.682579e-01
## [9921,] 8.732652e-01 -1.925288e-02 -0.4858165426 -2.689717e-01
## [9922,] 1.094560e+00 5.135819e-02 -0.4759947395 -2.680795e-01
## [9923,] 9.175242e-01 -5.130669e-03 -0.4838521820 -2.687933e-01
## [9924,] 1.315855e+00 1.219693e-01 -0.4661729363 -2.671872e-01
## [9925,] 1.006042e+00 2.311376e-02 -0.4799234607 -2.684364e-01
## [9926,] 1.625668e+00 2.208248e-01 -0.4524224119 -2.659379e-01
## [9927,] -4.934264e-01 -2.270341e-01 -0.4802269592 -2.699837e-01
## [9928,] 1.448632e+00 1.643359e-01 -0.4602798544 -2.666518e-01
## [9929,] 6.077114e-01 -1.039862e-01 -0.4976027064 -2.700425e-01
## [9930,] 6.077114e-01 -1.039862e-01 -0.4976027064 -2.700425e-01
## [9931,] 1.138819e+00 6.548040e-02 -0.4740303788 -2.679010e-01
## [9932,] 1.404373e+00 1.502137e-01 -0.4622442150 -2.668302e-01
## [9933,] -1.596182e-01 -1.458893e-01 -0.4727723192 -2.691376e-01
## [9934,] 1.026306e+00 5.494668e-02 -0.4716632157 -2.678548e-01
## [9935,] 6.685022e-01 -8.487418e-03 -0.4728219712 -2.682978e-01
## [9936,] 9.377878e-01 2.670225e-02 -0.4755919369 -2.682117e-01
## [9937,] 3.309623e-01 -4.008860e-02 -0.4657204818 -2.681592e-01
## [9938,] -1.059725e+00 -2.301591e-01 -0.4538350139 -2.687681e-01
## [9939,] 5.559889e-01 -1.902114e-02 -0.4704548081 -2.682516e-01
## [9940,] 1.159083e+00 9.731332e-02 -0.4657701338 -2.673194e-01
## [9941,] 2.461761e-01 -1.178766e-01 -0.4842053325 -2.695008e-01
## [9942,] 2.499078e-01 -1.674203e-01 -0.4987614620 -2.704855e-01
## [9943,] 4.066801e-01 -1.427643e-01 -0.4991642645 -2.703532e-01
## [9944,] 3.549577e-01 -5.779930e-02 -0.4720163662 -2.685624e-01
## [9945,] -3.964143e-02 -2.344429e-01 -0.5042517414 -2.711532e-01
## [9946,] 1.114824e+00 8.319111e-02 -0.4677344944 -2.674979e-01
## [9947,] 7.367566e-01 -1.207591e-02 -0.4771534950 -2.685225e-01
## [9948,] 3.549577e-01 -5.779930e-02 -0.4720163662 -2.685624e-01
## [9949,] 6.722340e-01 -5.803104e-02 -0.4873781007 -2.692825e-01
## [9950,] -5.211535e-01 -1.597798e-01 -0.4593749453 -2.685960e-01
## [9951,] 4.157486e-01 3.769946e-02 -0.4472356310 -2.668177e-01
## [9952,] -1.002665e+00 -8.511677e-02 -0.4144981493 -2.660388e-01
## [9953,] 6.722340e-01 -5.803104e-02 -0.4873781007 -2.692825e-01
## [9954,] 1.468896e+00 1.961688e-01 -0.4520196093 -2.660702e-01
## [9955,] 1.247601e+00 1.255578e-01 -0.4618414125 -2.669625e-01
## [9956,] -7.110022e-02 -1.176449e-01 -0.4688435980 -2.687807e-01
## [9957,] -1.798818e-01 -1.777223e-01 -0.4810325643 -2.697192e-01
## [9958,] 7.367566e-01 -1.207591e-02 -0.4771534950 -2.685225e-01
## [9959,] 1.513155e+00 2.102910e-01 -0.4500552487 -2.658918e-01
## [9960,] 1.336119e+00 1.538022e-01 -0.4579126912 -2.666056e-01
## [9961,] 1.291860e+00 1.396800e-01 -0.4598770519 -2.667841e-01
## [9962,] 4.509391e-01 -1.286421e-01 -0.4971999039 -2.701748e-01
## [9963,] 4.514481e-02 -1.566548e-01 -0.4857668906 -2.698116e-01
## [9964,] 7.532885e-01 6.930063e-02 -0.4543371205 -2.669562e-01
## [9965,] -1.318911e-01 -2.131437e-01 -0.4936243331 -2.705254e-01
## [9966,] 3.586894e-01 -1.073429e-01 -0.4865724957 -2.695470e-01
## [9967,] 1.411262e-01 -2.274976e-01 -0.5109504283 -2.714240e-01
## [9968,] 1.002310e+00 7.265738e-02 -0.4653673312 -2.674517e-01
## [9969,] 2.387126e-01 -1.878940e-02 -0.4550930735 -2.675315e-01
## [9970,] 5.005348e-01 1.154875e-01 -0.4287507802 -2.654761e-01
## [9971,] 8.252745e-01 1.616852e-02 -0.4732247738 -2.681655e-01
## [9972,] 1.444900e+00 2.138795e-01 -0.4457237249 -2.656671e-01
## [9973,] 5.522572e-01 3.052248e-02 -0.4558986786 -2.672670e-01
## [9974,] 1.026306e+00 5.494668e-02 -0.4716632157 -2.678548e-01
## [9975,] -2.113406e-01 -6.092431e-02 -0.4456244209 -2.673468e-01
## [9976,] 6.924976e-01 -2.619812e-02 -0.4791178557 -2.687009e-01
## [9977,] 6.279750e-01 -7.215325e-02 -0.4893424614 -2.694609e-01
## [9978,] 3.992167e-01 -4.367709e-02 -0.4700520055 -2.683839e-01
## [9979,] 1.026306e+00 5.494668e-02 -0.4716632157 -2.678548e-01
## [9980,] 6.039796e-01 -5.444255e-02 -0.4830465769 -2.690578e-01
## [9981,] 1.203342e+00 1.114355e-01 -0.4638057731 -2.671410e-01
## [9982,] 4.802712e-01 8.365459e-02 -0.4370110253 -2.660576e-01
## [9983,] 5.597207e-01 -6.856477e-02 -0.4850109376 -2.692363e-01
## [9984,] 9.377878e-01 2.670225e-02 -0.4755919369 -2.682117e-01
## [9985,] 9.313551e-02 -1.920762e-01 -0.4983586595 -2.706178e-01
## [9986,] 6.482386e-01 -4.032034e-02 -0.4810822163 -2.688794e-01
## [9987,] 5.394570e-01 -1.003977e-01 -0.4932711826 -2.698179e-01
## [9988,] 1.332387e+00 2.033458e-01 -0.4433565617 -2.656209e-01
## [9989,] -5.376854e-01 -2.411564e-01 -0.4821913199 -2.701622e-01
## [9990,] 2.739031e-01 -1.851310e-01 -0.5050573464 -2.708886e-01
## [9991,] 3.586894e-01 -1.073429e-01 -0.4865724957 -2.695470e-01
## [9992,] -1.413796e+00 -3.431369e-01 -0.4695498990 -2.701958e-01
## [9993,] 1.704583e-01 -1.520092e-02 -0.4507615497 -2.673069e-01
## [9994,] 1.816535e-01 -1.638318e-01 -0.4944299382 -2.702609e-01
## [9995,] 9.708517e-01 1.894553e-01 -0.4299591878 -2.650793e-01
## [9996,] 6.482386e-01 -4.032034e-02 -0.4810822163 -2.688794e-01
## [9997,] 6.279750e-01 -7.215325e-02 -0.4893424614 -2.694609e-01
## [9998,] 2.701714e-01 -1.355874e-01 -0.4905012169 -2.699039e-01
## [9999,] 8.780283e-01 1.987544e+00 0.1583757684 -2.633759e-01
## [10000,] -2.232848e+00 -3.000750e-01 -0.4175716135 -2.675001e-01
## [10001,] 1.613898e-01 -1.956647e-01 -0.5026901833 -2.708424e-01
## [10002,] 2.488118e-02 -1.884877e-01 -0.4940271357 -2.703931e-01
## [10003,] -1.771600e+00 -4.065710e-01 -0.4707086546 -2.706388e-01
## [10004,] 9.137925e-01 4.441295e-02 -0.4692960525 -2.678086e-01
## [10005,] 6.924976e-01 -2.619812e-02 -0.4791178557 -2.687009e-01
## [10006,] -2.278725e-01 -1.423008e-01 -0.4684407954 -2.689130e-01
## [10007,] 9.137925e-01 4.441295e-02 -0.4692960525 -2.678086e-01
## [10008,] 8.658018e-01 7.983436e-02 -0.4567042836 -2.670024e-01
## [10009,] 3.309623e-01 -4.008860e-02 -0.4657204818 -2.681592e-01
## [10010,] 4.712027e-01 -9.680920e-02 -0.4889396588 -2.695932e-01
## [10011,] 1.247601e+00 1.255578e-01 -0.4618414125 -2.669625e-01
## [10012,] 1.288128e+00 1.892236e-01 -0.4453209224 -2.657994e-01
## [10013,] 9.377878e-01 2.670225e-02 -0.4755919369 -2.682117e-01
## [10014,] 3.586894e-01 -1.073429e-01 -0.4865724957 -2.695470e-01
## [10015,] 1.267864e+00 1.573907e-01 -0.4535811674 -2.663809e-01
## [10016,] 2.499078e-01 -1.674203e-01 -0.4987614620 -2.704855e-01
## [10017,] -2.241408e-01 -1.918445e-01 -0.4829969249 -2.698977e-01
## [10018,] 4.509356e-01 -1.286256e-01 -0.4973336855 -2.701385e-01
## [10019,] 3.549543e-01 -5.778275e-02 -0.4721501478 -2.685261e-01
## [10020,] -4.086436e-01 -1.492295e-01 -0.4618758901 -2.686059e-01
## [10021,] 1.312120e+00 1.715294e-01 -0.4517505884 -2.661662e-01
## [10022,] 1.645928e+00 2.526742e-01 -0.4442959484 -2.653201e-01
## [10023,] 9.137891e-01 4.442950e-02 -0.4694298341 -2.677723e-01
## [10024,] 6.924942e-01 -2.618157e-02 -0.4792516373 -2.686646e-01
## [10025,] 1.171274e-01 -2.097704e-01 -0.5047883255 -2.709846e-01
## [10026,] -1.062941e-01 4.871321e-02 -0.4190131067 -2.653873e-01
## [10027,] -2.849308e-03 -1.212168e-01 -0.4733089034 -2.689691e-01
## [10028,] 1.267861e+00 1.574072e-01 -0.4537149490 -2.663447e-01
## [10029,] 1.175611e+00 1.787064e-01 -0.4430875408 -2.657169e-01
## [10030,] 6.482352e-01 -4.030379e-02 -0.4812159979 -2.688431e-01
## [10031,] 3.181587e-01 -1.709922e-01 -0.5032267674 -2.706739e-01
## [10032,] 2.499044e-01 -1.674037e-01 -0.4988952436 -2.704492e-01
## [10033,] 4.066767e-01 -1.427478e-01 -0.4992980461 -2.703169e-01
## [10034,] 7.810121e-01 2.062858e-03 -0.4753229160 -2.683077e-01
## [10035,] 7.692433e-01 1.927483e+00 0.1460530205 -2.642781e-01
## [10036,] 7.164895e-01 -4.389227e-02 -0.4855475217 -2.690677e-01
## [10037,] 9.377844e-01 2.671880e-02 -0.4757257185 -2.681754e-01
## [10038,] -1.401000e+00 -2.122002e-01 -0.4323111766 -2.676086e-01
## [10039,] 4.509356e-01 -1.286256e-01 -0.4973336855 -2.701385e-01
## [10040,] 1.094557e+00 5.137474e-02 -0.4761285211 -2.680432e-01
## [10041,] 5.357219e-01 -5.083751e-02 -0.4788488348 -2.687969e-01
## [10042,] 8.732618e-01 -1.923633e-02 -0.4859503242 -2.689355e-01
## [10043,] 9.175208e-01 -5.114119e-03 -0.4839859636 -2.687570e-01
## [10044,] 3.421541e-01 -1.887029e-01 -0.5095226518 -2.710770e-01
## [10045,] 1.625664e+00 2.208413e-01 -0.4525561935 -2.659017e-01
## [10046,] 1.404370e+00 1.502302e-01 -0.4623779966 -2.667940e-01
## [10047,] 1.050298e+00 3.725253e-02 -0.4780928817 -2.682216e-01
## [10048,] 1.159079e+00 9.732987e-02 -0.4659039154 -2.672831e-01
## [10049,] 8.732618e-01 -1.923633e-02 -0.4859503242 -2.689355e-01
## [10050,] 1.722677e+00 2.206339e+00 0.1810087093 -2.609336e-01
## [10051,] 1.094557e+00 5.137474e-02 -0.4761285211 -2.680432e-01
## [10052,] 1.006039e+00 2.313031e-02 -0.4800572423 -2.684001e-01
## [10053,] 1.183075e+00 7.961917e-02 -0.4721997998 -2.676863e-01
## [10054,] 6.962259e-01 -7.572519e-02 -0.4938077668 -2.696493e-01
## [10055,] 1.271593e+00 1.078636e-01 -0.4682710785 -2.673293e-01
## [10056,] 1.625664e+00 2.208413e-01 -0.4525561935 -2.659017e-01
## [10057,] 7.404849e-01 -6.160298e-02 -0.4918434061 -2.694708e-01
## [10058,] 2.738997e-01 -1.851144e-01 -0.5051911280 -2.708523e-01
## [10059,] 1.006039e+00 2.313031e-02 -0.4800572423 -2.684001e-01
## [10060,] 3.624177e-01 -1.568700e-01 -0.5012624068 -2.704954e-01
## [10061,] 7.404849e-01 -6.160298e-02 -0.4918434061 -2.694708e-01
## [10062,] 1.678418e+00 2.192217e+00 0.1790443487 -2.611120e-01
## [10063,] 1.492888e+00 1.784747e-01 -0.4584492754 -2.664370e-01
## [10064,] 6.962259e-01 -7.572519e-02 -0.4938077668 -2.696493e-01
## [10065,] 8.290028e-01 -3.335855e-02 -0.4879146849 -2.691139e-01
## [10066,] 3.384223e-01 -1.391593e-01 -0.4949665223 -2.700923e-01
## [10067,] 1.138816e+00 6.549696e-02 -0.4741641604 -2.678647e-01
## [10068,] 1.581405e+00 2.067191e-01 -0.4545205541 -2.660801e-01
## [10069,] 6.962259e-01 -7.572519e-02 -0.4938077668 -2.696493e-01
## [10070,] 4.066767e-01 -1.427478e-01 -0.4992980461 -2.703169e-01
## [10071,] 9.617798e-01 9.008096e-03 -0.4820216030 -2.685785e-01
## [10072,] 8.732618e-01 -1.923633e-02 -0.4859503242 -2.689355e-01
## [10073,] 1.315852e+00 1.219858e-01 -0.4663067179 -2.671509e-01
## [10074,] 4.749310e-01 -1.463363e-01 -0.5036295699 -2.705416e-01
## [10075,] 9.617798e-01 9.008096e-03 -0.4820216030 -2.685785e-01
## [10076,] 9.175208e-01 -5.114119e-03 -0.4839859636 -2.687570e-01
## [10077,] 7.763157e-02 1.782904e+00 0.1374396249 -2.655672e-01
## [10078,] 1.227334e+00 9.374138e-02 -0.4702354392 -2.675078e-01
## [10079,] 1.308388e+00 2.210731e-01 -0.4371944589 -2.651815e-01
## [10080,] 6.077079e-01 -1.039696e-01 -0.4977364880 -2.700062e-01
## [10081,] 1.094557e+00 5.137474e-02 -0.4761285211 -2.680432e-01
## [10082,] 8.290028e-01 -3.335855e-02 -0.4879146849 -2.691139e-01
## [10083,] 8.290028e-01 -3.335855e-02 -0.4879146849 -2.691139e-01
## [10084,] 1.138816e+00 6.549696e-02 -0.4741641604 -2.678647e-01
## [10085,] 8.732618e-01 -1.923633e-02 -0.4859503242 -2.689355e-01
## [10086,] 1.625664e+00 2.208413e-01 -0.4525561935 -2.659017e-01
## [10087,] 1.267861e+00 1.574072e-01 -0.4537149490 -2.663447e-01
## [10088,] 6.962259e-01 -7.572519e-02 -0.4938077668 -2.696493e-01
## [10089,] 7.164895e-01 -4.389227e-02 -0.4855475217 -2.690677e-01
## [10090,] 1.581405e+00 2.067191e-01 -0.4545205541 -2.660801e-01
## [10091,] 4.749310e-01 -1.463363e-01 -0.5036295699 -2.705416e-01
## [10092,] 1.271593e+00 1.078636e-01 -0.4682710785 -2.673293e-01
## [10093,] 5.634490e-01 -1.180918e-01 -0.4997008487 -2.701847e-01
## [10094,] 1.360111e+00 1.361080e-01 -0.4643423573 -2.669724e-01
## [10095,] 5.634490e-01 -1.180918e-01 -0.4997008487 -2.701847e-01
## [10096,] 1.050298e+00 3.725253e-02 -0.4780928817 -2.682216e-01
## [10097,] 8.290028e-01 -3.335855e-02 -0.4879146849 -2.691139e-01
## [10098,] 1.360111e+00 1.361080e-01 -0.4643423573 -2.669724e-01
## [10099,] 1.315852e+00 1.219858e-01 -0.4663067179 -2.671509e-01
## [10100,] 1.714182e+00 2.490857e-01 -0.4486274722 -2.655447e-01
## [10101,] 1.336593e-01 -1.283938e-01 -0.4819719510 -2.694184e-01
## [10102,] 1.094557e+00 5.137474e-02 -0.4761285211 -2.680432e-01
## [10103,] 8.492665e-01 -1.525630e-03 -0.4796544398 -2.685324e-01
## [10104,] 1.360111e+00 1.361080e-01 -0.4643423573 -2.669724e-01
## [10105,] 1.537147e+00 1.925969e-01 -0.4564849147 -2.662586e-01
## [10106,] 1.006039e+00 2.313031e-02 -0.4800572423 -2.684001e-01
## [10107,] -4.337657e-02 -1.848827e-01 -0.4898293935 -2.701322e-01
## [10108,] 1.050298e+00 3.725253e-02 -0.4780928817 -2.682216e-01
## [10109,] 1.714182e+00 2.490857e-01 -0.4486274722 -2.655447e-01
## [10110,] 6.962259e-01 -7.572519e-02 -0.4938077668 -2.696493e-01
## [10111,] 1.758441e+00 2.632080e-01 -0.4466631116 -2.653663e-01
## [10112,] 9.175208e-01 -5.114119e-03 -0.4839859636 -2.687570e-01
## [10113,] 1.271593e+00 1.078636e-01 -0.4682710785 -2.673293e-01
## [10114,] 1.203338e+00 1.114521e-01 -0.4639395547 -2.671047e-01
## [10115,] 5.207950e-01 1.473370e-01 -0.4206243168 -2.648582e-01
## [10116,] 2.093771e-01 -2.310696e-01 -0.5154157337 -2.716123e-01
## [10117,] 1.050298e+00 3.725253e-02 -0.4780928817 -2.682216e-01
## [10118,] 1.779183e-01 -1.142716e-01 -0.4800075903 -2.692399e-01
## [10119,] 1.513151e+00 2.103076e-01 -0.4501890303 -2.658555e-01
## [10120,] 6.519669e-01 -8.984741e-02 -0.4957721274 -2.698278e-01
## [10121,] 3.421541e-01 -1.887029e-01 -0.5095226518 -2.710770e-01
## [10122,] 6.519669e-01 -8.984741e-02 -0.4957721274 -2.698278e-01
## [10123,] 1.714182e+00 2.490857e-01 -0.4486274722 -2.655447e-01
## [10124,] 8.732618e-01 -1.923633e-02 -0.4859503242 -2.689355e-01
## [10125,] 7.617799e-01 2.026570e+00 0.1751652794 -2.623088e-01
## [10126,] 8.050075e-01 -1.564785e-02 -0.4816188004 -2.687108e-01
## [10127,] 1.315852e+00 1.219858e-01 -0.4663067179 -2.671509e-01
## [10128,] 1.006039e+00 2.313031e-02 -0.4800572423 -2.684001e-01
## [10129,] 1.006039e+00 2.313031e-02 -0.4800572423 -2.684001e-01
## [10130,] 1.133957e-01 -1.602267e-01 -0.4902321960 -2.699999e-01
## [10131,] 9.820434e-01 4.084101e-02 -0.4737613579 -2.679970e-01
## [10132,] 1.448629e+00 1.643525e-01 -0.4604136360 -2.666155e-01
## [10133,] 9.175208e-01 -5.114119e-03 -0.4839859636 -2.687570e-01
## [10134,] 1.050298e+00 3.725253e-02 -0.4780928817 -2.682216e-01
## [10135,] 7.249844e-01 1.913361e+00 0.1440886598 -2.644566e-01
## [10136,] 1.537147e+00 1.925969e-01 -0.4564849147 -2.662586e-01
## [10137,] 6.962259e-01 -7.572519e-02 -0.4938077668 -2.696493e-01
## [10138,] 6.519669e-01 -8.984741e-02 -0.4957721274 -2.698278e-01
## [10139,] 1.208592e-01 -2.593140e-01 -0.5193444550 -2.719693e-01
## [10140,] 1.006039e+00 2.313031e-02 -0.4800572423 -2.684001e-01
## [10141,] 3.826813e-01 -1.250371e-01 -0.4930021617 -2.699138e-01
## [10142,] 8.732618e-01 -1.923633e-02 -0.4859503242 -2.689355e-01
## [10143,] 1.227334e+00 9.374138e-02 -0.4702354392 -2.675078e-01
## [10144,] 1.625664e+00 2.208413e-01 -0.4525561935 -2.659017e-01
## [10145,] 1.344610e+00 2.111072e+00 0.1715897087 -2.619581e-01
## [10146,] 8.732618e-01 -1.923633e-02 -0.4859503242 -2.689355e-01
## [10147,] 4.306720e-01 -1.604585e-01 -0.5055939306 -2.707201e-01
## [10148,] 1.581405e+00 2.067191e-01 -0.4545205541 -2.660801e-01
## [10149,] 6.519669e-01 -8.984741e-02 -0.4957721274 -2.698278e-01
## [10150,] 5.634490e-01 -1.180918e-01 -0.4997008487 -2.701847e-01
## [10151,] 1.183075e+00 7.961917e-02 -0.4721997998 -2.676863e-01
## [10152,] 4.066767e-01 -1.427478e-01 -0.4992980461 -2.703169e-01
## [10153,] 1.424633e+00 1.820632e-01 -0.4541177516 -2.662124e-01
## [10154,] 8.695301e-01 3.030729e-02 -0.4713941947 -2.679508e-01
## [10155,] 1.223602e+00 1.432850e-01 -0.4556793097 -2.665231e-01
## [10156,] 1.203338e+00 1.114521e-01 -0.4639395547 -2.671047e-01
## [10157,] 5.837126e-01 -8.625892e-02 -0.4914406036 -2.696031e-01
## [10158,] 6.290030e-01 1.984204e+00 0.1692721975 -2.628441e-01
## [10159,] 1.787200e+00 2.252294e+00 0.1912333150 -2.601736e-01
## [10160,] 6.279716e-01 -7.213670e-02 -0.4894762430 -2.694247e-01
## [10161,] 6.482352e-01 -4.030379e-02 -0.4812159979 -2.688431e-01
## [10162,] 6.279716e-01 -7.213670e-02 -0.4894762430 -2.694247e-01
## [10163,] -5.643845e-01 1.882455e+00 0.1972753529 -2.621576e-01
## [10164,] 8.695301e-01 3.030729e-02 -0.4713941947 -2.679508e-01
## [10165,] 5.597172e-01 -6.854822e-02 -0.4851447192 -2.692000e-01
## [10166,] 8.492665e-01 -1.525630e-03 -0.4796544398 -2.685324e-01
## [10167,] 2.866999e-01 -5.419426e-02 -0.4678186240 -2.683014e-01
## [10168,] 1.336115e+00 1.538187e-01 -0.4580464728 -2.665693e-01
## [10169,] 1.026302e+00 5.496323e-02 -0.4717969973 -2.678185e-01
## [10170,] 1.373911e-01 -1.779374e-01 -0.4965280805 -2.704030e-01
## [10171,] 1.046566e+00 8.679615e-02 -0.4635367522 -2.672370e-01
## [10172,] 1.079056e+00 2.026338e+00 0.1598035449 -2.630289e-01
## [10173,] 1.159079e+00 9.732987e-02 -0.4659039154 -2.672831e-01
## [10174,] 5.799809e-01 -3.671530e-02 -0.4768844741 -2.686184e-01
## [10175,] 3.181587e-01 -1.709922e-01 -0.5032267674 -2.706739e-01
## [10176,] 7.975441e-01 8.343940e-02 -0.4525065415 -2.667415e-01
## [10177,] 1.090825e+00 1.009184e-01 -0.4615723916 -2.670585e-01
## [10178,] 8.695301e-01 3.030729e-02 -0.4713941947 -2.679508e-01
## [10179,] 1.203338e+00 1.114521e-01 -0.4639395547 -2.671047e-01
## [10180,] 6.039762e-01 -5.442600e-02 -0.4831803585 -2.690215e-01
## [10181,] 3.106953e-01 -7.190496e-02 -0.4741145084 -2.687045e-01
## [10182,] 9.377844e-01 2.671880e-02 -0.4757257185 -2.681754e-01
## [10183,] 2.499044e-01 -1.674037e-01 -0.4988952436 -2.704492e-01
## [10184,] 8.492665e-01 -1.525630e-03 -0.4796544398 -2.685324e-01
## [10185,] -2.801720e-01 1.719470e+00 0.1362808693 -2.660102e-01
## [10186,] 1.002307e+00 7.267393e-02 -0.4655011128 -2.674154e-01
## [10187,] 1.312120e+00 1.715294e-01 -0.4517505884 -2.661662e-01
## [10188,] 6.279716e-01 -7.213670e-02 -0.4894762430 -2.694247e-01
## [10189,] 4.951946e-01 -1.145033e-01 -0.4953693249 -2.699600e-01
## [10190,] -1.356262e-01 -1.635835e-01 -0.4792019853 -2.695044e-01
## [10191,] 6.279716e-01 -7.213670e-02 -0.4894762430 -2.694247e-01
## [10192,] 1.557410e+00 2.244298e-01 -0.4482246697 -2.656770e-01
## [10193,] 6.722305e-01 -5.801449e-02 -0.4875118823 -2.692462e-01
## [10194,] 2.664363e-01 -8.602718e-02 -0.4760788691 -2.688830e-01
## [10195,] 8.492665e-01 -1.525630e-03 -0.4796544398 -2.685324e-01
## [10196,] 1.380374e+00 1.679409e-01 -0.4560821122 -2.663909e-01
## [10197,] 7.607485e-01 -2.977006e-02 -0.4835831611 -2.688893e-01
## [10198,] 1.114820e+00 8.320766e-02 -0.4678682760 -2.674616e-01
## [10199,] -1.798852e-01 -1.777057e-01 -0.4811663459 -2.696829e-01
## [10200,] 5.394536e-01 -1.003811e-01 -0.4934049642 -2.697816e-01
## [10201,] 2.259090e-01 -1.496930e-01 -0.4925993592 -2.700461e-01
## [10202,] 2.701680e-01 -1.355708e-01 -0.4906349986 -2.698677e-01
## [10203,] 7.164895e-01 -4.389227e-02 -0.4855475217 -2.690677e-01
## [10204,] 9.340527e-01 7.626242e-02 -0.4611695891 -2.671908e-01
## [10205,] 1.159079e+00 9.732987e-02 -0.4659039154 -2.672831e-01
## [10206,] 1.373979e-01 -1.779705e-01 -0.4962605172 -2.704756e-01
## [10207,] 6.279784e-01 -7.216980e-02 -0.4892086797 -2.694972e-01
## [10208,] 1.026309e+00 5.493013e-02 -0.4715294340 -2.678911e-01
## [10209,] 1.690194e+00 2.667634e-01 -0.4420640245 -2.652142e-01
## [10210,] 3.384292e-01 -1.391924e-01 -0.4946989591 -2.701649e-01
## [10211,] 2.701748e-01 -1.356039e-01 -0.4903674353 -2.699402e-01
## [10212,] 2.461795e-01 -1.178932e-01 -0.4840715509 -2.695371e-01
## [10213,] 1.159086e+00 9.729677e-02 -0.4656363521 -2.673557e-01
## [10214,] 3.181655e-01 -1.710253e-01 -0.5029592042 -2.707464e-01
## [10215,] 1.070568e+00 6.905234e-02 -0.4695650734 -2.677126e-01
## [10216,] 1.026309e+00 5.493013e-02 -0.4715294340 -2.678911e-01
## [10217,] 3.586928e-01 -1.073595e-01 -0.4864387141 -2.695833e-01
## [10218,] 2.499112e-01 -1.674368e-01 -0.4986276804 -2.705218e-01
## [10219,] 9.820502e-01 4.080791e-02 -0.4734937947 -2.680696e-01
## [10220,] 4.509425e-01 -1.286587e-01 -0.4970661223 -2.702111e-01
## [10221,] 1.171343e-01 -2.098035e-01 -0.5045207623 -2.710572e-01
## [10222,] 1.070568e+00 6.905234e-02 -0.4695650734 -2.677126e-01
## [10223,] 3.181655e-01 -1.710253e-01 -0.5029592042 -2.707464e-01
## [10224,] 7.607553e-01 -2.980316e-02 -0.4833155978 -2.689618e-01
## [10225,] -2.498399e+00 -3.848248e-01 -0.4292239957 -2.686071e-01
## [10226,] 3.144338e-01 -1.214817e-01 -0.4884030747 -2.697618e-01
## [10227,] 6.482420e-01 -4.033689e-02 -0.4809484347 -2.689157e-01
## [10228,] 7.249912e-01 1.913328e+00 0.1443562231 -2.645291e-01
## [10229,] 1.135091e+00 1.150075e-01 -0.4593404677 -2.669526e-01
## [10230,] 7.164964e-01 -4.392538e-02 -0.4852799585 -2.691403e-01
## [10231,] 3.384292e-01 -1.391924e-01 -0.4946989591 -2.701649e-01
## [10232,] 4.509425e-01 -1.286587e-01 -0.4970661223 -2.702111e-01
## [10233,] 6.039831e-01 -5.445910e-02 -0.4829127953 -2.690941e-01
## [10234,] -2.593279e-01 -2.551945e-02 -0.4328988704 -2.665768e-01
## [10235,] 2.664431e-01 -8.606028e-02 -0.4758113058 -2.689556e-01
## [10236,] -6.363336e-02 -2.167487e-01 -0.4978220753 -2.707863e-01
## [10237,] 4.952015e-01 -1.145364e-01 -0.4951017616 -2.700326e-01
## [10238,] 5.597241e-01 -6.858132e-02 -0.4848771559 -2.692726e-01
## [10239,] 6.242467e-01 -2.262618e-02 -0.4746525503 -2.685126e-01
## [10240,] -2.207471e-02 1.903257e+00 0.1774468553 -2.630427e-01
## [10241,] 5.799877e-01 -3.674840e-02 -0.4766169109 -2.686910e-01
## [10242,] 2.941702e-01 -1.533146e-01 -0.4966633197 -2.703433e-01
## [10243,] -1.288480e+00 -2.016995e-01 -0.4344107765 -2.677274e-01
## [10244,] 3.144338e-01 -1.214817e-01 -0.4884030747 -2.697618e-01
## [10245,] 4.840063e-01 3.409442e-02 -0.4514333732 -2.670786e-01
## [10246,] 1.223609e+00 1.432519e-01 -0.4554117464 -2.665957e-01
## [10247,] 1.002314e+00 7.264083e-02 -0.4652335496 -2.674880e-01
## [10248,] 1.163849e+00 2.104093e+00 0.1785559589 -2.617599e-01
## [10249,] 8.050143e-01 -1.568095e-02 -0.4813512372 -2.687834e-01
## [10250,] 6.039831e-01 -5.445910e-02 -0.4829127953 -2.690941e-01
## [10251,] 1.002314e+00 7.264083e-02 -0.4652335496 -2.674880e-01
## [10252,] -1.356194e-01 -1.636166e-01 -0.4789344220 -2.695770e-01
## [10253,] 2.461795e-01 -1.178932e-01 -0.4840715509 -2.695371e-01
## [10254,] 4.952015e-01 -1.145364e-01 -0.4951017616 -2.700326e-01
## [10255,] 2.591599e-02 1.867836e+00 0.1648550865 -2.638489e-01
## [10256,] 8.860689e-01 1.116507e-01 -0.4483102570 -2.664571e-01
## [10257,] 2.056522e-01 -1.815590e-01 -0.5005920410 -2.707002e-01
## [10258,] 1.002314e+00 7.264083e-02 -0.4652335496 -2.674880e-01
## [10259,] 4.232154e-01 -6.140434e-02 -0.4762141084 -2.688233e-01
## [10260,] 1.336122e+00 1.537856e-01 -0.4577789096 -2.666419e-01
## [10261,] 7.367600e-01 -1.209246e-02 -0.4770197134 -2.685587e-01
## [10262,] 7.607553e-01 -2.980316e-02 -0.4833155978 -2.689618e-01
## [10263,] 4.712061e-01 -9.682575e-02 -0.4888058772 -2.696295e-01
## [10264,] 1.203345e+00 1.114190e-01 -0.4636719915 -2.671773e-01
## [10265,] -4.491640e-01 -2.129285e-01 -0.4781288170 -2.698416e-01
## [10266,] 1.114827e+00 8.317456e-02 -0.4676007128 -2.675342e-01
## [10267,] -6.363336e-02 -2.167487e-01 -0.4978220753 -2.707863e-01
## [10268,] 8.050143e-01 -1.568095e-02 -0.4813512372 -2.687834e-01
## [10269,] 1.420908e+00 2.315737e-01 -0.4392940589 -2.653003e-01
## [10270,] 1.247604e+00 1.255412e-01 -0.4617076309 -2.669988e-01
## [10271,] 4.509425e-01 -1.286587e-01 -0.4970661223 -2.702111e-01
## [10272,] 7.164964e-01 -4.392538e-02 -0.4852799585 -2.691403e-01
## [10273,] 4.269471e-01 -1.109480e-01 -0.4907702378 -2.698080e-01
## [10274,] 7.367600e-01 -1.209246e-02 -0.4770197134 -2.685587e-01
## [10275,] 1.291863e+00 1.396634e-01 -0.4597432702 -2.668203e-01
## [10276,] 4.066835e-01 -1.427809e-01 -0.4990304829 -2.703895e-01
## [10277,] 2.739066e-01 -1.851475e-01 -0.5049235648 -2.709249e-01
## [10278,] 3.549611e-01 -5.781585e-02 -0.4718825846 -2.685986e-01
## [10279,] 1.022578e+00 1.044738e-01 -0.4569733046 -2.669064e-01
## [10280,] 1.513158e+00 2.102745e-01 -0.4499214671 -2.659280e-01
## [10281,] 8.012826e-01 3.386268e-02 -0.4667951077 -2.677987e-01
## [10282,] 4.269471e-01 -1.109480e-01 -0.4907702378 -2.698080e-01
## [10283,] 6.519738e-01 -8.988051e-02 -0.4955045642 -2.699003e-01
## [10284,] -2.630596e-01 2.402417e-02 -0.4183427409 -2.655922e-01
## [10285,] 5.634558e-01 -1.181249e-01 -0.4994332854 -2.702572e-01
## [10286,] 7.404917e-01 -6.163608e-02 -0.4915758429 -2.695434e-01
## [10287,] 8.050143e-01 -1.568095e-02 -0.4813512372 -2.687834e-01
## [10288,] -3.089236e-01 -2.696491e-01 -0.5013479941 -2.712755e-01
## [10289,] 1.223609e+00 1.432519e-01 -0.4554117464 -2.665957e-01
## [10290,] 3.069704e-01 -2.239444e-02 -0.4592908157 -2.677924e-01
## [10291,] 1.448635e+00 1.643194e-01 -0.4601460728 -2.666881e-01
## [10292,] 4.269471e-01 -1.109480e-01 -0.4907702378 -2.698080e-01
## [10293,] 8.050143e-01 -1.568095e-02 -0.4813512372 -2.687834e-01
## [10294,] 4.066835e-01 -1.427809e-01 -0.4990304829 -2.703895e-01
## [10295,] 5.762560e-01 1.279522e-02 -0.4620607814 -2.677063e-01
## [10296,] 1.183082e+00 7.958607e-02 -0.4719322366 -2.677588e-01
## [10297,] 6.077148e-01 -1.040027e-01 -0.4974689248 -2.700788e-01
## [10298,] 8.817635e-01 1.937984e+00 0.1439534205 -2.643969e-01
## [10299,] 9.175276e-01 -5.147219e-03 -0.4837184004 -2.688296e-01
## [10300,] 1.079063e+00 2.026305e+00 0.1600711081 -2.631015e-01
## [10301,] 3.586928e-01 -1.073595e-01 -0.4864387141 -2.695833e-01
## [10302,] 4.509425e-01 -1.286587e-01 -0.4970661223 -2.702111e-01
## [10303,] 1.400645e+00 1.997408e-01 -0.4475543039 -2.658819e-01
## [10304,] 2.739066e-01 -1.851475e-01 -0.5049235648 -2.709249e-01
## [10305,] 9.377913e-01 2.668570e-02 -0.4754581553 -2.682480e-01
## [10306,] 8.290097e-01 -3.339165e-02 -0.4876471216 -2.691865e-01
## [10307,] 6.242467e-01 -2.262618e-02 -0.4746525503 -2.685126e-01
## [10308,] 1.380381e+00 1.679078e-01 -0.4558145490 -2.664634e-01
## [10309,] 5.634558e-01 -1.181249e-01 -0.4994332854 -2.702572e-01
## [10310,] 4.749378e-01 -1.463694e-01 -0.5033620067 -2.706142e-01
## [10311,] 8.050143e-01 -1.568095e-02 -0.4813512372 -2.687834e-01
## [10312,] 1.114827e+00 8.317456e-02 -0.4676007128 -2.675342e-01
## [10313,] 1.448635e+00 1.643194e-01 -0.4601460728 -2.666881e-01
## [10314,] 1.758448e+00 2.631749e-01 -0.4463955483 -2.654389e-01
## [10315,] 6.077148e-01 -1.040027e-01 -0.4974689248 -2.700788e-01
## [10316,] 2.056522e-01 -1.815590e-01 -0.5005920410 -2.707002e-01
## [10317,] 1.400645e+00 1.997408e-01 -0.4475543039 -2.658819e-01
## [10318,] 9.985822e-01 1.221845e-01 -0.4506774201 -2.665033e-01
## [10319,] 1.183082e+00 7.958607e-02 -0.4719322366 -2.677588e-01
## [10320,] 7.847507e-01 -4.751386e-02 -0.4896114823 -2.693650e-01
## [10321,] 6.077148e-01 -1.040027e-01 -0.4974689248 -2.700788e-01
## [10322,] 1.332390e+00 2.033293e-01 -0.4432227801 -2.656572e-01
## [10323,] 1.802707e+00 2.772971e-01 -0.4444311877 -2.652604e-01
## [10324,] 7.404917e-01 -6.163608e-02 -0.4915758429 -2.695434e-01
## [10325,] -1.356194e-01 -1.636166e-01 -0.4789344220 -2.695770e-01
## [10326,] 8.290097e-01 -3.339165e-02 -0.4876471216 -2.691865e-01
## [10327,] 5.191968e-01 -1.322472e-01 -0.5013976461 -2.704357e-01
## [10328,] 2.536429e-01 -2.169804e-01 -0.5131838099 -2.715065e-01
## [10329,] 1.006046e+00 2.309721e-02 -0.4797896791 -2.684727e-01
## [10330,] 3.181655e-01 -1.710253e-01 -0.5029592042 -2.707464e-01
## [10331,] 9.617866e-01 8.974996e-03 -0.4817540397 -2.686511e-01
## [10332,] 1.094564e+00 5.134164e-02 -0.4758609578 -2.681157e-01
## [10333,] 1.191576e+00 2.036839e+00 0.1577039450 -2.631477e-01
## [10334,] 1.291863e+00 1.396634e-01 -0.4597432702 -2.668203e-01
## [10335,] 3.181655e-01 -1.710253e-01 -0.5029592042 -2.707464e-01
## [10336,] 2.701748e-01 -1.356039e-01 -0.4903674353 -2.699402e-01
## [10337,] -1.356194e-01 -1.636166e-01 -0.4789344220 -2.695770e-01
## [10338,] -5.323452e-01 -1.116550e-02 -0.4155727752 -2.656782e-01
## [10339,] 3.992201e-01 -4.369364e-02 -0.4699182239 -2.684202e-01
## [10340,] 1.223609e+00 1.432519e-01 -0.4554117464 -2.665957e-01
## [10341,] 9.820502e-01 4.080791e-02 -0.4734937947 -2.680696e-01
## [10342,] 7.164964e-01 -4.392538e-02 -0.4852799585 -2.691403e-01
## [10343,] 1.853886e-01 -2.133920e-01 -0.5088522861 -2.712818e-01
## [10344,] 2.499112e-01 -1.674368e-01 -0.4986276804 -2.705218e-01
## [10345,] 8.492733e-01 -1.558731e-03 -0.4793868766 -2.686049e-01
## [10346,] 4.674744e-01 -4.728212e-02 -0.4742497477 -2.686448e-01
## [10347,] 1.444904e+00 2.138630e-01 -0.4455899433 -2.657034e-01
## [10348,] 5.837194e-01 -8.629202e-02 -0.4911730404 -2.696757e-01
## [10349,] 7.367600e-01 -1.209246e-02 -0.4770197134 -2.685587e-01
## [10350,] 1.492894e+00 1.784416e-01 -0.4581817121 -2.665096e-01
## [10351,] 9.175276e-01 -5.147219e-03 -0.4837184004 -2.688296e-01
## [10352,] 2.979019e-01 -2.028582e-01 -0.5112194492 -2.713280e-01
## [10353,] 1.026309e+00 5.493013e-02 -0.4715294340 -2.678911e-01
## [10354,] 4.354420e-01 1.846305e+00 0.1388659437 -2.651968e-01
## [10355,] -2.136864e+00 -3.709344e-01 -0.4426213696 -2.691488e-01
## [10356,] 3.181655e-01 -1.710253e-01 -0.5029592042 -2.707464e-01
## [10357,] -6.363336e-02 -2.167487e-01 -0.4978220753 -2.707863e-01
## [10358,] -8.954855e-01 -3.046070e-01 -0.4832162938 -2.706415e-01
## [10359,] 5.634558e-01 -1.181249e-01 -0.4994332854 -2.702572e-01
## [10360,] 1.448635e+00 1.643194e-01 -0.4601460728 -2.666881e-01
## [10361,] 1.183082e+00 7.958607e-02 -0.4719322366 -2.677588e-01
## [10362,] 7.847507e-01 -4.751386e-02 -0.4896114823 -2.693650e-01
## [10363,] 7.404917e-01 -6.163608e-02 -0.4915758429 -2.695434e-01
## [10364,] 2.739066e-01 -1.851475e-01 -0.5049235648 -2.709249e-01
## [10365,] 1.336122e+00 1.537856e-01 -0.4577789096 -2.666419e-01
## [10366,] 3.624245e-01 -1.569031e-01 -0.5009948435 -2.705680e-01
## [10367,] 4.306789e-01 -1.604916e-01 -0.5053263673 -2.707926e-01
## [10368,] 1.468899e+00 1.961523e-01 -0.4518858277 -2.661065e-01
## [10369,] 1.138823e+00 6.546385e-02 -0.4738965972 -2.679373e-01
## [10370,] 2.093840e-01 -2.311027e-01 -0.5151481705 -2.716849e-01
## [10371,] 1.050305e+00 3.721943e-02 -0.4778253185 -2.682942e-01
## [10372,] 1.183082e+00 7.958607e-02 -0.4719322366 -2.677588e-01
## [10373,] -3.531826e-01 -2.837713e-01 -0.5033123547 -2.714540e-01
## [10374,] 8.290097e-01 -3.339165e-02 -0.4876471216 -2.691865e-01
## [10375,] 1.625671e+00 2.208082e-01 -0.4522886302 -2.659742e-01
## [10376,] 9.617866e-01 8.974996e-03 -0.4817540397 -2.686511e-01
## [10377,] 6.962327e-01 -7.575829e-02 -0.4935402035 -2.697219e-01
## [10378,] 1.138823e+00 6.546385e-02 -0.4738965972 -2.679373e-01
## [10379,] 2.979019e-01 -2.028582e-01 -0.5112194492 -2.713280e-01
## [10380,] 1.492894e+00 1.784416e-01 -0.4581817121 -2.665096e-01
## [10381,] 1.492894e+00 1.784416e-01 -0.4581817121 -2.665096e-01
## [10382,] 5.597241e-01 -6.858132e-02 -0.4848771559 -2.692726e-01
## [10383,] 1.336122e+00 1.537856e-01 -0.4577789096 -2.666419e-01
## [10384,] 4.712061e-01 -9.682575e-02 -0.4888058772 -2.696295e-01
## [10385,] 1.046573e+00 8.676305e-02 -0.4632691890 -2.673095e-01
## [10386,] 7.367600e-01 -1.209246e-02 -0.4770197134 -2.685587e-01
## [10387,] 7.404917e-01 -6.163608e-02 -0.4915758429 -2.695434e-01
## [10388,] 8.695369e-01 3.027419e-02 -0.4711266315 -2.680234e-01
## [10389,] 2.941702e-01 -1.533146e-01 -0.4966633197 -2.703433e-01
## [10390,] 2.979019e-01 -2.028582e-01 -0.5112194492 -2.713280e-01
## [10391,] 6.519738e-01 -8.988051e-02 -0.4955045642 -2.699003e-01
## [10392,] 1.138823e+00 6.546385e-02 -0.4738965972 -2.679373e-01
## [10393,] 8.732687e-01 -1.926943e-02 -0.4856827610 -2.690080e-01
## [10394,] 1.404376e+00 1.501971e-01 -0.4621104334 -2.668665e-01
## [10395,] 1.360117e+00 1.360749e-01 -0.4640747940 -2.670450e-01
## [10396,] 5.799877e-01 -3.674840e-02 -0.4766169109 -2.686910e-01
## [10397,] 1.050305e+00 3.721943e-02 -0.4778253185 -2.682942e-01
## [10398,] 4.306789e-01 -1.604916e-01 -0.5053263673 -2.707926e-01
## [10399,] 1.006046e+00 2.309721e-02 -0.4797896791 -2.684727e-01
## [10400,] 4.749378e-01 -1.463694e-01 -0.5033620067 -2.706142e-01
## [10401,] 9.175276e-01 -5.147219e-03 -0.4837184004 -2.688296e-01
## [10402,] 4.269471e-01 -1.109480e-01 -0.4907702378 -2.698080e-01
## [10403,] 7.895138e-01 1.959283e+00 0.1545808288 -2.637691e-01
## [10404,] 1.465167e+00 2.456959e-01 -0.4373296982 -2.651218e-01
## [10405,] 4.749378e-01 -1.463694e-01 -0.5033620067 -2.706142e-01
## [10406,] 4.712061e-01 -9.682575e-02 -0.4888058772 -2.696295e-01
## [10407,] 4.269471e-01 -1.109480e-01 -0.4907702378 -2.698080e-01
## [10408,] 4.712061e-01 -9.682575e-02 -0.4888058772 -2.696295e-01
## [10409,] 1.336122e+00 1.537856e-01 -0.4577789096 -2.666419e-01
## [10410,] 1.465167e+00 2.456959e-01 -0.4373296982 -2.651218e-01
## [10411,] -4.214369e-01 -2.801828e-01 -0.4989808309 -2.712293e-01
## [10412,] 6.962327e-01 -7.575829e-02 -0.4935402035 -2.697219e-01
## [10413,] -1.332739e+00 -2.158217e-01 -0.4363751371 -2.679058e-01
## [10414,] -8.789536e-01 -2.232305e-01 -0.4603999193 -2.690753e-01
## [10415,] 1.151623e+00 1.963840e-01 -0.4365240932 -2.653864e-01
## [10416,] 5.597241e-01 -6.858132e-02 -0.4848771559 -2.692726e-01
## [10417,] 6.685057e-01 -8.503968e-03 -0.4726881896 -2.683341e-01
## [10418,] 3.384292e-01 -1.391924e-01 -0.4946989591 -2.701649e-01
## [10419,] 5.479553e-01 1.856839e+00 0.1364987805 -2.652430e-01
## [10420,] 4.749378e-01 -1.463694e-01 -0.5033620067 -2.706142e-01
## [10421,] 1.002314e+00 7.264083e-02 -0.4652335496 -2.674880e-01
## [10422,] -8.106993e-01 -2.268189e-01 -0.4647314431 -2.692999e-01
## [10423,] 9.313893e-02 -1.920928e-01 -0.4982248779 -2.706541e-01
## [10424,] 3.864199e-01 -1.746138e-01 -0.5072907280 -2.709711e-01
## [10425,] 1.135091e+00 1.150075e-01 -0.4593404677 -2.669526e-01
## [10426,] 2.536429e-01 -2.169804e-01 -0.5131838099 -2.715065e-01
## [10427,] 6.962327e-01 -7.575829e-02 -0.4935402035 -2.697219e-01
## [10428,] -2.610912e+00 -3.953586e-01 -0.4268568325 -2.685609e-01
## [10429,] 9.687064e-02 -2.416364e-01 -0.5127810073 -2.716387e-01
## [10430,] 1.223609e+00 1.432519e-01 -0.4554117464 -2.665957e-01
## [10431,] 1.533422e+00 2.421074e-01 -0.4416612220 -2.653465e-01
## [10432,] -3.527551e+00 -5.610049e-01 -0.4307359018 -2.697576e-01
## [10433,] 1.581412e+00 2.066860e-01 -0.4542529909 -2.661527e-01
## [10434,] -1.731069e+00 -3.429217e-01 -0.4540543828 -2.695120e-01
## [10435,] 5.597241e-01 -6.858132e-02 -0.4848771559 -2.692726e-01
## [10436,] 1.779252e-01 -1.143047e-01 -0.4797400271 -2.693125e-01
## [10437,] 1.199613e+00 1.609626e-01 -0.4491158620 -2.661926e-01
## [10438,] -1.564266e-02 -2.521701e-01 -0.5104138442 -2.715925e-01
## [10439,] 1.492894e+00 1.784416e-01 -0.4581817121 -2.665096e-01
## [10440,] 2.739066e-01 -1.851475e-01 -0.5049235648 -2.709249e-01
## [10441,] 4.509425e-01 -1.286587e-01 -0.4970661223 -2.702111e-01
## [10442,] 1.669930e+00 2.349304e-01 -0.4503242696 -2.657958e-01
## [10443,] 1.271599e+00 1.078305e-01 -0.4680035153 -2.674019e-01
## [10444,] 6.519738e-01 -8.988051e-02 -0.4955045642 -2.699003e-01
## [10445,] 1.159086e+00 9.729677e-02 -0.4656363521 -2.673557e-01
## [10446,] 6.482420e-01 -4.033689e-02 -0.4809484347 -2.689157e-01
## [10447,] 3.826882e-01 -1.250702e-01 -0.4927345985 -2.699864e-01
## [10448,] 6.722374e-01 -5.804759e-02 -0.4872443191 -2.693188e-01
## [10449,] 4.509425e-01 -1.286587e-01 -0.4970661223 -2.702111e-01
## [10450,] 7.810190e-01 2.029758e-03 -0.4750553528 -2.683803e-01
## [10451,] -2.310610e-02 -1.530829e-01 -0.4813015852 -2.696232e-01
## [10452,] 5.837194e-01 -8.629202e-02 -0.4911730404 -2.696757e-01
## [10453,] 1.002314e+00 7.264083e-02 -0.4652335496 -2.674880e-01
## [10454,] 6.685057e-01 -8.503968e-03 -0.4726881896 -2.683341e-01
## [10455,] 1.444904e+00 2.138630e-01 -0.4455899433 -2.657034e-01
## [10456,] -1.605756e+00 -2.014678e-01 -0.4190490420 -2.670073e-01
## [10457,] 1.031072e+00 2.061727e+00 0.1726628770 -2.622953e-01
## [10458,] -5.968678e-01 -5.712063e-02 -0.4257973809 -2.664383e-01
## [10459,] -8.762871e-02 -1.990380e-01 -0.4915261909 -2.703832e-01
## [10460,] -1.175966e+00 -1.911658e-01 -0.4367779397 -2.677736e-01
## [10461,] 1.134026e-01 -1.602598e-01 -0.4899646328 -2.700725e-01
## [10462,] 6.482420e-01 -4.033689e-02 -0.4809484347 -2.689157e-01
## [10463,] 6.279784e-01 -7.216980e-02 -0.4892086797 -2.694972e-01
## [10464,] 2.499112e-01 -1.674368e-01 -0.4986276804 -2.705218e-01
## [10465,] 6.925010e-01 -2.621467e-02 -0.4789840740 -2.687372e-01
## [10466,] 2.664431e-01 -8.606028e-02 -0.4758113058 -2.689556e-01
## [10467,] 1.667300e-01 3.432616e-02 -0.4360716386 -2.663585e-01
## [10468,] 1.131359e+00 1.645511e-01 -0.4447843382 -2.659679e-01
## [10469,] 6.279784e-01 -7.216980e-02 -0.4892086797 -2.694972e-01
## [10470,] 1.087100e+00 1.504289e-01 -0.4467486989 -2.661464e-01
## [10471,] 4.509425e-01 -1.286587e-01 -0.4970661223 -2.702111e-01
## [10472,] 2.056522e-01 -1.815590e-01 -0.5005920410 -2.707002e-01
## [10473,] 1.111099e+00 1.327016e-01 -0.4529108017 -2.665858e-01
## [10474,] 1.468902e+00 1.961357e-01 -0.4517520461 -2.661428e-01
## [10475,] 6.242501e-01 -2.264273e-02 -0.4745187686 -2.685488e-01
## [10476,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [10477,] -4.709803e-02 -1.353887e-01 -0.4748719192 -2.692564e-01
## [10478,] 8.695404e-01 3.025764e-02 -0.4709928499 -2.680596e-01
## [10479,] -9.029455e-01 -2.055363e-01 -0.4539702532 -2.687084e-01
## [10480,] -2.721246e-01 -1.564562e-01 -0.4701375928 -2.691640e-01
## [10481,] 4.269506e-01 -1.109645e-01 -0.4906364562 -2.698442e-01
## [10482,] 9.100676e-01 9.392347e-02 -0.4544723598 -2.668965e-01
## [10483,] 3.144372e-01 -1.214982e-01 -0.4882692931 -2.697981e-01
## [10484,] 4.269506e-01 -1.109645e-01 -0.4906364562 -2.698442e-01
## [10485,] 6.279818e-01 -7.218635e-02 -0.4890748981 -2.695335e-01
## [10486,] 1.111099e+00 1.327016e-01 -0.4529108017 -2.665858e-01
## [10487,] 3.512328e-01 -8.288778e-03 -0.4571926735 -2.676503e-01
## [10488,] 5.597275e-01 -6.859787e-02 -0.4847433743 -2.693089e-01
## [10489,] -5.211466e-01 -1.598129e-01 -0.4591073821 -2.686685e-01
## [10490,] 1.096743e-01 -1.107328e-01 -0.4752747217 -2.691241e-01
## [10491,] 4.472142e-01 -7.913159e-02 -0.4823762112 -2.692627e-01
## [10492,] 3.624279e-01 -1.569196e-01 -0.5008610619 -2.706043e-01
## [10493,] 4.840097e-01 3.407787e-02 -0.4512995916 -2.671149e-01
## [10494,] 9.377947e-01 2.666915e-02 -0.4753243737 -2.682843e-01
## [10495,] -4.336631e-02 -1.849323e-01 -0.4894280486 -2.702411e-01
## [10496,] 4.509459e-01 -1.286752e-01 -0.4969323407 -2.702473e-01
## [10497,] 5.837228e-01 -8.630857e-02 -0.4910392588 -2.697120e-01
## [10498,] 5.597275e-01 -6.859787e-02 -0.4847433743 -2.693089e-01
## [10499,] 3.181690e-01 -1.710419e-01 -0.5028254226 -2.707827e-01
## [10500,] 9.377947e-01 2.666915e-02 -0.4753243737 -2.682843e-01
## [10501,] 1.816603e-01 -1.638649e-01 -0.4941623750 -2.703334e-01
## [10502,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [10503,] 1.424643e+00 1.820135e-01 -0.4537164067 -2.663212e-01
## [10504,] 1.227344e+00 9.369173e-02 -0.4698340943 -2.676166e-01
## [10505,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [10506,] 1.758452e+00 2.631583e-01 -0.4462617667 -2.654751e-01
## [10507,] 1.669934e+00 2.349139e-01 -0.4501904880 -2.658321e-01
## [10508,] 1.183085e+00 7.956952e-02 -0.4717984550 -2.677951e-01
## [10509,] 1.006049e+00 2.308066e-02 -0.4796558975 -2.685089e-01
## [10510,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [10511,] 1.227344e+00 9.369173e-02 -0.4698340943 -2.676166e-01
## [10512,] 1.360121e+00 1.360584e-01 -0.4639410124 -2.670813e-01
## [10513,] 7.287872e-02 -2.239422e-01 -0.5063513413 -2.712719e-01
## [10514,] 1.360121e+00 1.360584e-01 -0.4639410124 -2.670813e-01
## [10515,] 1.537157e+00 1.925472e-01 -0.4560835699 -2.663674e-01
## [10516,] 1.183085e+00 7.956952e-02 -0.4717984550 -2.677951e-01
## [10517,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [10518,] 1.050308e+00 3.720288e-02 -0.4776915369 -2.683305e-01
## [10519,] 5.192002e-01 -1.322637e-01 -0.5012638645 -2.704720e-01
## [10520,] 2.536464e-01 -2.169970e-01 -0.5130500283 -2.715427e-01
## [10521,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [10522,] 1.492898e+00 1.784250e-01 -0.4580479305 -2.665459e-01
## [10523,] 1.581416e+00 2.066695e-01 -0.4541192093 -2.661890e-01
## [10524,] 1.404380e+00 1.501806e-01 -0.4619766518 -2.669028e-01
## [10525,] 5.357321e-01 -5.088716e-02 -0.4784474899 -2.689058e-01
## [10526,] 5.192002e-01 -1.322637e-01 -0.5012638645 -2.704720e-01
## [10527,] 9.617900e-01 8.958445e-03 -0.4816202581 -2.686874e-01
## [10528,] 8.290131e-01 -3.340820e-02 -0.4875133400 -2.692228e-01
## [10529,] 3.864233e-01 -1.746303e-01 -0.5071569464 -2.710074e-01
## [10530,] 7.570270e-01 1.972391e-02 -0.4686256867 -2.680135e-01
## [10531,] 1.247608e+00 1.255247e-01 -0.4615738493 -2.670351e-01
## [10532,] 1.227344e+00 9.369173e-02 -0.4698340943 -2.676166e-01
## [10533,] 6.077182e-01 -1.040193e-01 -0.4973351432 -2.701151e-01
## [10534,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [10535,] 4.749413e-01 -1.463859e-01 -0.5032282251 -2.706504e-01
## [10536,] 4.269506e-01 -1.109645e-01 -0.4906364562 -2.698442e-01
## [10537,] 5.837228e-01 -8.630857e-02 -0.4910392588 -2.697120e-01
## [10538,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [10539,] -2.683929e-01 -2.059998e-01 -0.4846937223 -2.701487e-01
## [10540,] 1.492898e+00 1.784250e-01 -0.4580479305 -2.665459e-01
## [10541,] 1.203349e+00 1.114024e-01 -0.4635382099 -2.672135e-01
## [10542,] 1.227344e+00 9.369173e-02 -0.4698340943 -2.676166e-01
## [10543,] 1.581416e+00 2.066695e-01 -0.4541192093 -2.661890e-01
## [10544,] 1.271603e+00 1.078139e-01 -0.4678697337 -2.674382e-01
## [10545,] 9.702849e-01 1.966211e+00 0.1480159234 -2.640762e-01
## [10546,] 4.306823e-01 -1.605081e-01 -0.5051925857 -2.708289e-01
## [10547,] 1.537157e+00 1.925472e-01 -0.4560835699 -2.663674e-01
## [10548,] 1.042845e+00 1.362901e-01 -0.4485792779 -2.663611e-01
## [10549,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [10550,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [10551,] 2.093874e-01 -2.311192e-01 -0.5150143889 -2.717212e-01
## [10552,] 3.421643e-01 -1.887526e-01 -0.5091213070 -2.711858e-01
## [10553,] 3.864233e-01 -1.746303e-01 -0.5071569464 -2.710074e-01
## [10554,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [10555,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [10556,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [10557,] 1.171377e-01 -2.098200e-01 -0.5043869807 -2.710935e-01
## [10558,] 2.536464e-01 -2.169970e-01 -0.5130500283 -2.715427e-01
## [10559,] 7.810224e-01 2.013208e-03 -0.4749215712 -2.684166e-01
## [10560,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [10561,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [10562,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [10563,] 4.749413e-01 -1.463859e-01 -0.5032282251 -2.706504e-01
## [10564,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [10565,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [10566,] 4.749413e-01 -1.463859e-01 -0.5032282251 -2.706504e-01
## [10567,] 1.360121e+00 1.360584e-01 -0.4639410124 -2.670813e-01
## [10568,] 1.537157e+00 1.925472e-01 -0.4560835699 -2.663674e-01
## [10569,] 1.227344e+00 9.369173e-02 -0.4698340943 -2.676166e-01
## [10570,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [10571,] 1.625675e+00 2.207917e-01 -0.4521548486 -2.660105e-01
## [10572,] 4.749413e-01 -1.463859e-01 -0.5032282251 -2.706504e-01
## [10573,] 6.519772e-01 -8.989706e-02 -0.4953707826 -2.699366e-01
## [10574,] -7.109338e-02 -1.176780e-01 -0.4685760347 -2.688533e-01
## [10575,] 1.090835e+00 1.008687e-01 -0.4611710467 -2.671674e-01
## [10576,] 5.837228e-01 -8.630857e-02 -0.4910392588 -2.697120e-01
## [10577,] 1.138826e+00 6.544730e-02 -0.4737628156 -2.679736e-01
## [10578,] -5.616739e-01 -2.234787e-01 -0.4756278722 -2.698317e-01
## [10579,] 3.272374e-01 9.421925e-03 -0.4508967890 -2.672472e-01
## [10580,] 4.029552e-01 -9.325381e-02 -0.4843405718 -2.694411e-01
## [10581,] 1.360121e+00 1.360584e-01 -0.4639410124 -2.670813e-01
## [10582,] 1.360121e+00 1.360584e-01 -0.4639410124 -2.670813e-01
## [10583,] -1.964069e-01 -2.591319e-01 -0.5035813756 -2.713580e-01
## [10584,] 6.722408e-01 -5.806414e-02 -0.4871105375 -2.693550e-01
## [10585,] 5.192002e-01 -1.322637e-01 -0.5012638645 -2.704720e-01
## [10586,] 8.290131e-01 -3.340820e-02 -0.4875133400 -2.692228e-01
## [10587,] 1.138826e+00 6.544730e-02 -0.4737628156 -2.679736e-01
## [10588,] 6.279818e-01 -7.218635e-02 -0.4890748981 -2.695335e-01
## [10589,] 8.290131e-01 -3.340820e-02 -0.4875133400 -2.692228e-01
## [10590,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [10591,] 5.154685e-01 -8.272008e-02 -0.4867077350 -2.694873e-01
## [10592,] 1.492898e+00 1.784250e-01 -0.4580479305 -2.665459e-01
## [10593,] 1.026313e+00 5.491358e-02 -0.4713956524 -2.679274e-01
## [10594,] 5.394639e-01 -1.004308e-01 -0.4930036194 -2.698904e-01
## [10595,] 1.227344e+00 9.369173e-02 -0.4698340943 -2.676166e-01
## [10596,] 1.315862e+00 1.219362e-01 -0.4659053731 -2.672597e-01
## [10597,] 4.066869e-01 -1.427974e-01 -0.4988967013 -2.704258e-01
## [10598,] 8.290131e-01 -3.340820e-02 -0.4875133400 -2.692228e-01
## [10599,] 1.669934e+00 2.349139e-01 -0.4501904880 -2.658321e-01
## [10600,] -2.059537e+00 -1.940756e-01 -0.3948904782 -2.658741e-01
## [10601,] 1.404380e+00 1.501806e-01 -0.4619766518 -2.669028e-01
## [10602,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [10603,] 1.537157e+00 1.925472e-01 -0.4560835699 -2.663674e-01
## [10604,] 1.336126e+00 1.537691e-01 -0.4576451280 -2.666782e-01
## [10605,] 7.330317e-01 3.743461e-02 -0.4623298023 -2.676104e-01
## [10606,] 8.492767e-01 -1.575281e-03 -0.4792530950 -2.686412e-01
## [10607,] 3.549645e-01 -5.783240e-02 -0.4717488029 -2.686349e-01
## [10608,] 4.914732e-01 -6.500938e-02 -0.4804118505 -2.690842e-01
## [10609,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [10610,] 5.192002e-01 -1.322637e-01 -0.5012638645 -2.704720e-01
## [10611,] 1.271603e+00 1.078139e-01 -0.4678697337 -2.674382e-01
## [10612,] 9.820537e-01 4.079136e-02 -0.4733600131 -2.681058e-01
## [10613,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [10614,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [10615,] 1.171377e-01 -2.098200e-01 -0.5043869807 -2.710935e-01
## [10616,] 6.962362e-01 -7.577484e-02 -0.4934064219 -2.697582e-01
## [10617,] 6.077182e-01 -1.040193e-01 -0.4973351432 -2.701151e-01
## [10618,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [10619,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [10620,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [10621,] 4.952049e-01 -1.145530e-01 -0.4949679800 -2.700689e-01
## [10622,] 8.012860e-01 3.384613e-02 -0.4666613261 -2.678350e-01
## [10623,] 4.749413e-01 -1.463859e-01 -0.5032282251 -2.706504e-01
## [10624,] 9.820537e-01 4.079136e-02 -0.4733600131 -2.681058e-01
## [10625,] 1.006049e+00 2.308066e-02 -0.4796558975 -2.685089e-01
## [10626,] 4.509459e-01 -1.286752e-01 -0.4969323407 -2.702473e-01
## [10627,] 7.847541e-01 -4.753041e-02 -0.4894777007 -2.694012e-01
## [10628,] 4.232188e-01 -6.142089e-02 -0.4760803267 -2.688596e-01
## [10629,] 1.006049e+00 2.308066e-02 -0.4796558975 -2.685089e-01
## [10630,] 3.624279e-01 -1.569196e-01 -0.5008610619 -2.706043e-01
## [10631,] 6.077182e-01 -1.040193e-01 -0.4973351432 -2.701151e-01
## [10632,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [10633,] 1.050308e+00 3.720288e-02 -0.4776915369 -2.683305e-01
## [10634,] 1.175622e+00 1.786568e-01 -0.4426861960 -2.658258e-01
## [10635,] 7.164998e-01 -4.394193e-02 -0.4851461769 -2.691766e-01
## [10636,] 1.545652e+00 2.149800e+00 0.1735526116 -2.617563e-01
## [10637,] 9.820537e-01 4.079136e-02 -0.4733600131 -2.681058e-01
## [10638,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [10639,] 9.617900e-01 8.958445e-03 -0.4816202581 -2.686874e-01
## [10640,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [10641,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [10642,] 1.315862e+00 1.219362e-01 -0.4659053731 -2.672597e-01
## [10643,] 1.227344e+00 9.369173e-02 -0.4698340943 -2.676166e-01
## [10644,] 3.826916e-01 -1.250867e-01 -0.4926008169 -2.700227e-01
## [10645,] 1.114831e+00 8.315801e-02 -0.4674669312 -2.675705e-01
## [10646,] 6.722408e-01 -5.806414e-02 -0.4871105375 -2.693550e-01
## [10647,] 1.138826e+00 6.544730e-02 -0.4737628156 -2.679736e-01
## [10648,] 8.290131e-01 -3.340820e-02 -0.4875133400 -2.692228e-01
## [10649,] 1.669934e+00 2.349139e-01 -0.4501904880 -2.658321e-01
## [10650,] 1.669934e+00 2.349139e-01 -0.4501904880 -2.658321e-01
## [10651,] 4.066869e-01 -1.427974e-01 -0.4988967013 -2.704258e-01
## [10652,] 6.962362e-01 -7.577484e-02 -0.4934064219 -2.697582e-01
## [10653,] 1.714193e+00 2.490361e-01 -0.4482261274 -2.656536e-01
## [10654,] 1.557420e+00 2.243802e-01 -0.4478233248 -2.657859e-01
## [10655,] 1.374013e-01 -1.779871e-01 -0.4961267356 -2.705119e-01
## [10656,] 1.247608e+00 1.255247e-01 -0.4615738493 -2.670351e-01
## [10657,] 7.127681e-01 5.601697e-03 -0.4705900474 -2.681919e-01
## [10658,] 3.826916e-01 -1.250867e-01 -0.4926008169 -2.700227e-01
## [10659,] 4.509459e-01 -1.286752e-01 -0.4969323407 -2.702473e-01
## [10660,] 5.276951e-01 1.824989e+00 0.1283723171 -2.658608e-01
## [10661,] -8.762529e-02 -1.990545e-01 -0.4913924093 -2.704195e-01
## [10662,] 5.884860e-01 1.920488e+00 0.1531530523 -2.641161e-01
## [10663,] 1.247608e+00 1.255247e-01 -0.4615738493 -2.670351e-01
## [10664,] 4.354454e-01 1.846289e+00 0.1389997253 -2.652331e-01
## [10665,] 4.624386e-03 -2.203537e-01 -0.5020198175 -2.710473e-01
## [10666,] 5.837228e-01 -8.630857e-02 -0.4910392588 -2.697120e-01
## [10667,] 8.356104e-03 -2.698974e-01 -0.5165759470 -2.720319e-01
## [10668,] 1.135094e+00 1.149909e-01 -0.4592066861 -2.669889e-01
## [10669,] 6.722408e-01 -5.806414e-02 -0.4871105375 -2.693550e-01
## [10670,] 2.861973e-02 -2.380644e-01 -0.5083157019 -2.714504e-01
## [10671,] 8.050177e-01 -1.569750e-02 -0.4812174556 -2.688197e-01
## [10672,] 9.948539e-01 1.717115e-01 -0.4359875090 -2.655549e-01
## [10673,] 7.975543e-01 8.338975e-02 -0.4521051966 -2.668503e-01
## [10674,] 9.377947e-01 2.666915e-02 -0.4753243737 -2.682843e-01
## [10675,] 1.352657e+00 2.351456e-01 -0.4348287534 -2.651119e-01
## [10676,] 9.820537e-01 4.079136e-02 -0.4733600131 -2.681058e-01
## [10677,] 5.239633e-01 1.874533e+00 0.1429284466 -2.648762e-01
## [10678,] 1.243876e+00 1.750683e-01 -0.4470177198 -2.660504e-01
## [10679,] 8.012860e-01 3.384613e-02 -0.4666613261 -2.678350e-01
## [10680,] 2.701783e-01 -1.356205e-01 -0.4902336537 -2.699765e-01
## [10681,] 1.400648e+00 1.997242e-01 -0.4474205223 -2.659181e-01
## [10682,] 1.424643e+00 1.820135e-01 -0.4537164067 -2.663212e-01
## [10683,] 7.053046e-01 1.046889e-01 -0.4414777884 -2.662226e-01
## [10684,] 8.492767e-01 -1.575281e-03 -0.4792530950 -2.686412e-01
## [10685,] -5.136832e-01 -2.589002e-01 -0.4882196411 -2.706379e-01
## [10686,] 1.477397e+00 2.153389e+00 0.1778841354 -2.615316e-01
## [10687,] 2.296510e-01 -1.992863e-01 -0.5067541438 -2.711396e-01
## [10688,] 2.739100e-01 -1.851641e-01 -0.5047897832 -2.709612e-01
## [10689,] 8.050177e-01 -1.569750e-02 -0.4812174556 -2.688197e-01
## [10690,] 1.645938e+00 2.526246e-01 -0.4438946036 -2.654290e-01
## [10691,] 7.367634e-01 -1.210901e-02 -0.4768859318 -2.685950e-01
## [10692,] 3.384326e-01 -1.392089e-01 -0.4945651775 -2.702012e-01
## [10693,] 4.712095e-01 -9.684230e-02 -0.4886720956 -2.696658e-01
## [10694,] 1.336126e+00 1.537691e-01 -0.4576451280 -2.666782e-01
## [10695,] 7.164998e-01 -4.394193e-02 -0.4851461769 -2.691766e-01
## [10696,] 6.647774e-01 4.102310e-02 -0.4579982785 -2.673857e-01
## [10697,] 4.472142e-01 -7.913159e-02 -0.4823762112 -2.692627e-01
## [10698,] 4.509459e-01 -1.286752e-01 -0.4969323407 -2.702473e-01
## [10699,] 1.159090e+00 9.728022e-02 -0.4655025705 -2.673920e-01
## [10700,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [10701,] 4.952049e-01 -1.145530e-01 -0.4949679800 -2.700689e-01
## [10702,] 6.279818e-01 -7.218635e-02 -0.4890748981 -2.695335e-01
## [10703,] 1.247608e+00 1.255247e-01 -0.4615738493 -2.670351e-01
## [10704,] 5.597275e-01 -6.859787e-02 -0.4847433743 -2.693089e-01
## [10705,] 3.911864e-01 1.832166e+00 0.1370353647 -2.654115e-01
## [10706,] 9.948539e-01 1.717115e-01 -0.4359875090 -2.655549e-01
## [10707,] 5.154685e-01 -8.272008e-02 -0.4867077350 -2.694873e-01
## [10708,] 3.911864e-01 1.832166e+00 0.1370353647 -2.654115e-01
## [10709,] 4.952049e-01 -1.145530e-01 -0.4949679800 -2.700689e-01
## [10710,] 1.247608e+00 1.255247e-01 -0.4615738493 -2.670351e-01
## [10711,] 3.181690e-01 -1.710419e-01 -0.5028254226 -2.707827e-01
## [10712,] 9.580583e-01 5.850207e-02 -0.4670641286 -2.677027e-01
## [10713,] 8.356104e-03 -2.698974e-01 -0.5165759470 -2.720319e-01
## [10714,] 9.100676e-01 9.392347e-02 -0.4544723598 -2.668965e-01
## [10715,] 4.637461e-01 2.244948e-03 -0.4595598366 -2.676964e-01
## [10716,] 1.114831e+00 8.315801e-02 -0.4674669312 -2.675705e-01
## [10717,] 6.722408e-01 -5.806414e-02 -0.4871105375 -2.693550e-01
## [10718,] 7.810224e-01 2.013208e-03 -0.4749215712 -2.684166e-01
## [10719,] 5.357321e-01 -5.088716e-02 -0.4784474899 -2.689058e-01
## [10720,] 5.597275e-01 -6.859787e-02 -0.4847433743 -2.693089e-01
## [10721,] 1.291867e+00 1.396469e-01 -0.4596094886 -2.668566e-01
## [10722,] 1.468902e+00 1.961357e-01 -0.4517520461 -2.661428e-01
## [10723,] 1.613967e-01 -1.956978e-01 -0.5024226200 -2.709150e-01
## [10724,] 9.377947e-01 2.666915e-02 -0.4753243737 -2.682843e-01
## [10725,] 6.925044e-01 -2.623122e-02 -0.4788502924 -2.687735e-01
## [10726,] 3.384326e-01 -1.392089e-01 -0.4945651775 -2.702012e-01
## [10727,] 4.877414e-01 -1.546576e-02 -0.4658557210 -2.680995e-01
## [10728,] 1.400648e+00 1.997242e-01 -0.4474205223 -2.659181e-01
## [10729,] 7.287872e-02 -2.239422e-01 -0.5063513413 -2.712719e-01
## [10730,] 1.853920e-01 -2.134085e-01 -0.5087185045 -2.713181e-01
## [10731,] 6.541528e-02 -1.248550e-01 -0.4772390823 -2.693026e-01
## [10732,] 7.164998e-01 -4.394193e-02 -0.4851461769 -2.691766e-01
## [10733,] 7.772907e-01 5.155683e-02 -0.4603654417 -2.674319e-01
## [10734,] 2.739100e-01 -1.851641e-01 -0.5047897832 -2.709612e-01
## [10735,] 3.107055e-01 -7.195461e-02 -0.4737131636 -2.688134e-01
## [10736,] 1.135094e+00 1.149909e-01 -0.4592066861 -2.669889e-01
## [10737,] 4.674778e-01 -4.729867e-02 -0.4741159661 -2.686811e-01
## [10738,] -1.565225e+00 -1.378185e-01 -0.4023947702 -2.658804e-01
## [10739,] -6.736166e-02 -1.672216e-01 -0.4831321642 -2.698380e-01
## [10740,] 1.199617e+00 1.609461e-01 -0.4489820804 -2.662289e-01
## [10741,] -1.318843e-01 -2.131768e-01 -0.4933567699 -2.705980e-01
## [10742,] 4.952049e-01 -1.145530e-01 -0.4949679800 -2.700689e-01
## [10743,] 3.181690e-01 -1.710419e-01 -0.5028254226 -2.707827e-01
## [10744,] 2.296510e-01 -1.992863e-01 -0.5067541438 -2.711396e-01
## [10745,] 1.219880e+00 1.927790e-01 -0.4407218353 -2.656473e-01
## [10746,] 5.394639e-01 -1.004308e-01 -0.4930036194 -2.698904e-01
## [10747,] 1.613967e-01 -1.956978e-01 -0.5024226200 -2.709150e-01
## [10748,] 4.712095e-01 -9.684230e-02 -0.4886720956 -2.696658e-01
## [10749,] 5.837228e-01 -8.630857e-02 -0.4910392588 -2.697120e-01
## [10750,] 1.247608e+00 1.255247e-01 -0.4615738493 -2.670351e-01
## [10751,] 1.026313e+00 5.491358e-02 -0.4713956524 -2.679274e-01
## [10752,] 3.549645e-01 -5.783240e-02 -0.4717488029 -2.686349e-01
## [10753,] 8.492767e-01 -1.575281e-03 -0.4792530950 -2.686412e-01
## [10754,] 1.601679e+00 2.385024e-01 -0.4458589642 -2.656074e-01
## [10755,] 6.279818e-01 -7.218635e-02 -0.4890748981 -2.695335e-01
## [10756,] -2.721246e-01 -1.564562e-01 -0.4701375928 -2.691640e-01
## [10757,] 2.221876e-01 -1.001990e-01 -0.4776418848 -2.691703e-01
## [10758,] 4.472142e-01 -7.913159e-02 -0.4823762112 -2.692627e-01
## [10759,] 8.935357e-01 1.254693e-02 -0.4772887343 -2.684628e-01
## [10760,] 1.199617e+00 1.609461e-01 -0.4489820804 -2.662289e-01
## [10761,] -8.144276e-01 -1.772919e-01 -0.4500415320 -2.683515e-01
## [10762,] -2.683440e-02 -1.035558e-01 -0.4666116741 -2.686748e-01
## [10763,] 1.374013e-01 -1.779871e-01 -0.4961267356 -2.705119e-01
## [10764,] 3.107055e-01 -7.195461e-02 -0.4737131636 -2.688134e-01
## [10765,] 5.799911e-01 -3.676495e-02 -0.4764831293 -2.687273e-01
## [10766,] 5.597275e-01 -6.859787e-02 -0.4847433743 -2.693089e-01
## [10767,] 1.336126e+00 1.537691e-01 -0.4576451280 -2.666782e-01
## [10768,] 1.513161e+00 2.102579e-01 -0.4497876855 -2.659643e-01
## [10769,] 7.127681e-01 5.601697e-03 -0.4705900474 -2.681919e-01
## [10770,] 4.066869e-01 -1.427974e-01 -0.4988967013 -2.704258e-01
## [10771,] 8.935357e-01 1.254693e-02 -0.4772887343 -2.684628e-01
## [10772,] -2.646612e-01 -2.555434e-01 -0.4992498518 -2.711333e-01
## [10773,] 7.607588e-01 -2.981971e-02 -0.4831818162 -2.689981e-01
## [10774,] 7.810224e-01 2.013208e-03 -0.4749215712 -2.684166e-01
## [10775,] 8.695404e-01 3.025764e-02 -0.4709928499 -2.680596e-01
## [10776,] 2.499146e-01 -1.674534e-01 -0.4984938988 -2.705581e-01
## [10777,] 8.935357e-01 1.254693e-02 -0.4772887343 -2.684628e-01
## [10778,] 6.887727e-01 2.331240e-02 -0.4642941629 -2.677888e-01
## [10779,] 9.820537e-01 4.079136e-02 -0.4733600131 -2.681058e-01
## [10780,] 9.820537e-01 4.079136e-02 -0.4733600131 -2.681058e-01
## [10781,] -1.761433e-01 -2.272990e-01 -0.4953211305 -2.707764e-01
## [10782,] 1.026313e+00 5.491358e-02 -0.4713956524 -2.679274e-01
## [10783,] 4.712095e-01 -9.684230e-02 -0.4886720956 -2.696658e-01
## [10784,] 5.597275e-01 -6.859787e-02 -0.4847433743 -2.693089e-01
## [10785,] -2.040879e+00 -4.417937e-01 -0.4676711257 -2.707975e-01
## [10786,] -8.762529e-02 -1.990545e-01 -0.4913924093 -2.704195e-01
## [10787,] 8.252814e-01 1.613542e-02 -0.4729572105 -2.682381e-01
## [10788,] 3.384326e-01 -1.392089e-01 -0.4945651775 -2.702012e-01
## [10789,] 6.541528e-02 -1.248550e-01 -0.4772390823 -2.693026e-01
## [10790,] 7.570270e-01 1.972391e-02 -0.4686256867 -2.680135e-01
## [10791,] 9.580583e-01 5.850207e-02 -0.4670641286 -2.677027e-01
## [10792,] 1.026313e+00 5.491358e-02 -0.4713956524 -2.679274e-01
## [10793,] 3.181690e-01 -1.710419e-01 -0.5028254226 -2.707827e-01
## [10794,] 1.291867e+00 1.396469e-01 -0.4596094886 -2.668566e-01
## [10795,] 1.096743e-01 -1.107328e-01 -0.4752747217 -2.691241e-01
## [10796,] 1.356389e+00 1.856020e-01 -0.4493848829 -2.660966e-01
## [10797,] 2.664500e-01 -8.609338e-02 -0.4755437426 -2.690281e-01
## [10798,] 1.645942e+00 2.526080e-01 -0.4437608219 -2.654652e-01
## [10799,] 3.384360e-01 -1.392255e-01 -0.4944313959 -2.702374e-01
## [10800,] 1.489169e+00 2.279521e-01 -0.4433580194 -2.655975e-01
## [10801,] 1.134094e-01 -1.602929e-01 -0.4896970696 -2.701451e-01
## [10802,] 8.620803e-01 1.293283e-01 -0.4417468093 -2.661266e-01
## [10803,] 6.039899e-01 -5.449220e-02 -0.4826452321 -2.691667e-01
## [10804,] 6.407854e-01 5.871726e-02 -0.4515686125 -2.670189e-01
## [10805,] 6.002582e-01 -4.948580e-03 -0.4680891026 -2.681820e-01
## [10806,] 4.029586e-01 -9.327036e-02 -0.4842067902 -2.694774e-01
## [10807,] 1.223616e+00 1.432188e-01 -0.4551441832 -2.666683e-01
## [10808,] 8.252848e-01 1.611887e-02 -0.4728234289 -2.682744e-01
## [10809,] -4.011665e-01 -2.483830e-01 -0.4904530226 -2.707203e-01
## [10810,] 1.070575e+00 6.901924e-02 -0.4692975102 -2.677852e-01
## [10811,] 5.559992e-01 -1.907079e-02 -0.4700534632 -2.683605e-01
## [10812,] 4.066903e-01 -1.428140e-01 -0.4987629197 -2.704621e-01
## [10813,] 6.039899e-01 -5.449220e-02 -0.4826452321 -2.691667e-01
## [10814,] 7.975577e-01 8.337320e-02 -0.4519714150 -2.668866e-01
## [10815,] 6.482489e-01 -4.036999e-02 -0.4806808714 -2.689882e-01
## [10816,] 5.394673e-01 -1.004473e-01 -0.4928698378 -2.699267e-01
## [10817,] 4.749447e-01 -1.464025e-01 -0.5030944435 -2.706867e-01
## [10818,] 8.418167e-01 9.749541e-02 -0.4500070544 -2.667082e-01
## [10819,] 1.050311e+00 3.718632e-02 -0.4775577552 -2.683668e-01
## [10820,] 2.979088e-01 -2.028913e-01 -0.5109518860 -2.714006e-01
## [10821,] 3.586996e-01 -1.073926e-01 -0.4861711508 -2.696559e-01
## [10822,] -1.281491e-01 -2.627369e-01 -0.5077791178 -2.716189e-01
## [10823,] 1.404383e+00 1.501640e-01 -0.4618428702 -2.669391e-01
## [10824,] 5.192037e-01 -1.322803e-01 -0.5011300828 -2.705083e-01
## [10825,] 2.387229e-01 -1.883905e-02 -0.4546917287 -2.676404e-01
## [10826,] 1.374047e-01 -1.780036e-01 -0.4959929540 -2.705482e-01
## [10827,] 9.580617e-01 5.848552e-02 -0.4669303470 -2.677390e-01
## [10828,] 1.094570e+00 5.130854e-02 -0.4755933946 -2.681883e-01
## [10829,] 2.979088e-01 -2.028913e-01 -0.5109518860 -2.714006e-01
## [10830,] 8.290165e-01 -3.342475e-02 -0.4873795584 -2.692591e-01
## [10831,] 4.749447e-01 -1.464025e-01 -0.5030944435 -2.706867e-01
## [10832,] 6.077216e-01 -1.040358e-01 -0.4972013616 -2.701514e-01
## [10833,] -1.558762e-01 -1.954826e-01 -0.4869271039 -2.702312e-01
## [10834,] 1.227347e+00 9.367518e-02 -0.4697003127 -2.676529e-01
## [10835,] 1.669937e+00 2.348973e-01 -0.4500567064 -2.658683e-01
## [10836,] 8.817703e-01 1.937950e+00 0.1442209838 -2.644694e-01
## [10837,] 3.624314e-01 -1.569362e-01 -0.5007272803 -2.706405e-01
## [10838,] 9.175345e-01 -5.180320e-03 -0.4834508371 -2.689021e-01
## [10839,] 3.384360e-01 -1.392255e-01 -0.4944313959 -2.702374e-01
## [10840,] 6.887761e-01 2.329585e-02 -0.4641603813 -2.678251e-01
## [10841,] 2.056591e-01 -1.815921e-01 -0.5003244778 -2.707728e-01
## [10842,] 5.597309e-01 -6.861442e-02 -0.4846095927 -2.693451e-01
## [10843,] 1.369628e-02 -3.990651e-02 -0.4499574024 -2.675480e-01
## [10844,] 1.159093e+00 9.726367e-02 -0.4653687889 -2.674283e-01
## [10845,] -3.163802e-01 -1.705949e-01 -0.4719681719 -2.693788e-01
## [10846,] 3.144407e-01 -1.215148e-01 -0.4881355115 -2.698343e-01
## [10847,] 7.810258e-01 1.996658e-03 -0.4747877895 -2.684529e-01
## [10848,] 1.134094e-01 -1.602929e-01 -0.4896970696 -2.701451e-01
## [10849,] 5.479621e-01 1.856806e+00 0.1367663438 -2.653155e-01
## [10850,] 7.165032e-01 -4.395848e-02 -0.4850123952 -2.692129e-01
## [10851,] 1.374047e-01 -1.780036e-01 -0.4959929540 -2.705482e-01
## [10852,] 1.087107e+00 1.503958e-01 -0.4464811356 -2.662190e-01
## [10853,] 3.789633e-01 -7.555965e-02 -0.4779109058 -2.690743e-01
## [10854,] 1.411365e-01 -2.275473e-01 -0.5105490835 -2.715328e-01
## [10855,] -8.389015e-02 -2.486147e-01 -0.5058147572 -2.714405e-01
## [10856,] 1.291870e+00 1.396303e-01 -0.4594757070 -2.668929e-01
## [10857,] 5.837263e-01 -8.632512e-02 -0.4909054771 -2.697483e-01
## [10858,] 1.614001e-01 -1.957143e-01 -0.5022888384 -2.709513e-01
## [10859,] 8.898074e-01 6.207401e-02 -0.4625988232 -2.675144e-01
## [10860,] 4.712130e-01 -9.685885e-02 -0.4885383140 -2.697021e-01
## [10861,] 1.291870e+00 1.396303e-01 -0.4594757070 -2.668929e-01
## [10862,] 2.739134e-01 -1.851806e-01 -0.5046560016 -2.709975e-01
## [10863,] 4.269540e-01 -1.109811e-01 -0.4905026746 -2.698805e-01
## [10864,] 1.171411e-01 -2.098366e-01 -0.5042531990 -2.711297e-01
## [10865,] 2.941770e-01 -1.533477e-01 -0.4963957565 -2.704159e-01
## [10866,] 7.249980e-01 1.913295e+00 0.1446237863 -2.646017e-01
## [10867,] 1.288138e+00 1.891739e-01 -0.4449195775 -2.659082e-01
## [10868,] 2.941770e-01 -1.533477e-01 -0.4963957565 -2.704159e-01
## [10869,] 9.617935e-01 8.941895e-03 -0.4814864765 -2.687237e-01
## [10870,] 1.489169e+00 2.279521e-01 -0.4433580194 -2.655975e-01
## [10871,] 8.290165e-01 -3.342475e-02 -0.4873795584 -2.692591e-01
## [10872,] 1.227347e+00 9.367518e-02 -0.4697003127 -2.676529e-01
## [10873,] 1.183088e+00 7.955297e-02 -0.4716646733 -2.678314e-01
## [10874,] 1.625678e+00 2.207751e-01 -0.4520210670 -2.660468e-01
## [10875,] 1.227347e+00 9.367518e-02 -0.4697003127 -2.676529e-01
## [10876,] 6.077216e-01 -1.040358e-01 -0.4972013616 -2.701514e-01
## [10877,] 1.581419e+00 2.066529e-01 -0.4539854276 -2.662253e-01
## [10878,] 1.227347e+00 9.367518e-02 -0.4697003127 -2.676529e-01
## [10879,] 1.625678e+00 2.207751e-01 -0.4520210670 -2.660468e-01
## [10880,] 5.634626e-01 -1.181580e-01 -0.4991657222 -2.703298e-01
## [10881,] 9.617935e-01 8.941895e-03 -0.4814864765 -2.687237e-01
## [10882,] 1.448642e+00 1.642863e-01 -0.4598785095 -2.667606e-01
## [10883,] 1.050311e+00 3.718632e-02 -0.4775577552 -2.683668e-01
## [10884,] -3.569075e-01 -2.342608e-01 -0.4884886620 -2.705419e-01
## [10885,] 9.617935e-01 8.941895e-03 -0.4814864765 -2.687237e-01
## [10886,] 1.651318e-01 -2.452580e-01 -0.5168449679 -2.719359e-01
## [10887,] 1.404383e+00 1.501640e-01 -0.4618428702 -2.669391e-01
## [10888,] 7.404986e-01 -6.166918e-02 -0.4913082797 -2.696160e-01
## [10889,] 1.404383e+00 1.501640e-01 -0.4618428702 -2.669391e-01
## [10890,] 6.962396e-01 -7.579139e-02 -0.4932726403 -2.697944e-01
## [10891,] 1.050311e+00 3.718632e-02 -0.4775577552 -2.683668e-01
## [10892,] 5.634626e-01 -1.181580e-01 -0.4991657222 -2.703298e-01
## [10893,] 9.617935e-01 8.941895e-03 -0.4814864765 -2.687237e-01
## [10894,] 1.050311e+00 3.718632e-02 -0.4775577552 -2.683668e-01
## [10895,] 1.537160e+00 1.925307e-01 -0.4559497883 -2.664037e-01
## [10896,] 2.862315e-02 -2.380810e-01 -0.5081819203 -2.714867e-01
## [10897,] 7.404986e-01 -6.166918e-02 -0.4913082797 -2.696160e-01
## [10898,] 7.404986e-01 -6.166918e-02 -0.4913082797 -2.696160e-01
## [10899,] 1.006052e+00 2.306411e-02 -0.4795221159 -2.685452e-01
## [10900,] 6.962396e-01 -7.579139e-02 -0.4932726403 -2.697944e-01
## [10901,] 1.360124e+00 1.360418e-01 -0.4638072308 -2.671176e-01
## [10902,] 1.006052e+00 2.306411e-02 -0.4795221159 -2.685452e-01
## [10903,] 5.634626e-01 -1.181580e-01 -0.4991657222 -2.703298e-01
## [10904,] 5.634626e-01 -1.181580e-01 -0.4991657222 -2.703298e-01
## [10905,] 1.404383e+00 1.501640e-01 -0.4618428702 -2.669391e-01
## [10906,] 8.732755e-01 -1.930253e-02 -0.4854151978 -2.690806e-01
## [10907,] 8.290165e-01 -3.342475e-02 -0.4873795584 -2.692591e-01
## [10908,] 1.191583e+00 2.036806e+00 0.1579715082 -2.632202e-01
## [10909,] 8.732755e-01 -1.930253e-02 -0.4854151978 -2.690806e-01
## [10910,] 9.617935e-01 8.941895e-03 -0.4814864765 -2.687237e-01
## [10911,] 6.519806e-01 -8.991361e-02 -0.4952370009 -2.699729e-01
## [10912,] 7.404986e-01 -6.166918e-02 -0.4913082797 -2.696160e-01
## [10913,] 3.864267e-01 -1.746469e-01 -0.5070231647 -2.710437e-01
## [10914,] 1.315865e+00 1.219196e-01 -0.4657715914 -2.672960e-01
## [10915,] 5.192037e-01 -1.322803e-01 -0.5011300828 -2.705083e-01
## [10916,] 2.536498e-01 -2.170135e-01 -0.5129162466 -2.715790e-01
## [10917,] 5.719575e-01 1.839095e+00 0.1304704593 -2.657186e-01
## [10918,] 1.288138e+00 1.891739e-01 -0.4449195775 -2.659082e-01
## [10919,] 1.537160e+00 1.925307e-01 -0.4559497883 -2.664037e-01
## [10920,] -4.336289e-02 -1.849489e-01 -0.4892942670 -2.702773e-01
## [10921,] 6.519806e-01 -8.991361e-02 -0.4952370009 -2.699729e-01
## [10922,] -6.704520e-01 -2.835726e-01 -0.4876830569 -2.708064e-01
## [10923,] 5.192037e-01 -1.322803e-01 -0.5011300828 -2.705083e-01
## [10924,] 1.291870e+00 1.396303e-01 -0.4594757070 -2.668929e-01
## [10925,] 3.864267e-01 -1.746469e-01 -0.5070231647 -2.710437e-01
## [10926,] 2.739134e-01 -1.851806e-01 -0.5046560016 -2.709975e-01
## [10927,] 2.979088e-01 -2.028913e-01 -0.5109518860 -2.714006e-01
## [10928,] 2.536498e-01 -2.170135e-01 -0.5129162466 -2.715790e-01
## [10929,] 8.732755e-01 -1.930253e-02 -0.4854151978 -2.690806e-01
## [10930,] 3.864267e-01 -1.746469e-01 -0.5070231647 -2.710437e-01
## [10931,] 1.576684e-01 -1.461707e-01 -0.4877327089 -2.699666e-01
## [10932,] 8.732755e-01 -1.930253e-02 -0.4854151978 -2.690806e-01
## [10933,] 1.243879e+00 1.750517e-01 -0.4468839382 -2.660867e-01
## [10934,] 3.181724e-01 -1.710584e-01 -0.5026916409 -2.708190e-01
## [10935,] 1.404383e+00 1.501640e-01 -0.4618428702 -2.669391e-01
## [10936,] 3.864267e-01 -1.746469e-01 -0.5070231647 -2.710437e-01
## [10937,] 3.506626e-01 1.768484e+00 0.1206486562 -2.666109e-01
## [10938,] 2.093908e-01 -2.311358e-01 -0.5148806073 -2.717575e-01
## [10939,] 1.026316e+00 5.489703e-02 -0.4712618708 -2.679637e-01
## [10940,] -8.015844e-02 -2.981583e-01 -0.5203708866 -2.724251e-01
## [10941,] 6.519806e-01 -8.991361e-02 -0.4952370009 -2.699729e-01
## [10942,] 2.536498e-01 -2.170135e-01 -0.5129162466 -2.715790e-01
## [10943,] 4.306857e-01 -1.605247e-01 -0.5050588041 -2.708652e-01
## [10944,] 4.306857e-01 -1.605247e-01 -0.5050588041 -2.708652e-01
## [10945,] 4.306857e-01 -1.605247e-01 -0.5050588041 -2.708652e-01
## [10946,] 5.634626e-01 -1.181580e-01 -0.4991657222 -2.703298e-01
## [10947,] 5.634626e-01 -1.181580e-01 -0.4991657222 -2.703298e-01
## [10948,] 8.960882e-04 -1.708267e-01 -0.4873299064 -2.700989e-01
## [10949,] 7.165032e-01 -4.395848e-02 -0.4850123952 -2.692129e-01
## [10950,] 4.306857e-01 -1.605247e-01 -0.5050588041 -2.708652e-01
## [10951,] 5.597309e-01 -6.861442e-02 -0.4846095927 -2.693451e-01
## [10952,] 6.279852e-01 -7.220291e-02 -0.4889411165 -2.695698e-01
## [10953,] 1.356393e+00 1.855855e-01 -0.4492511013 -2.661329e-01
## [10954,] 3.181724e-01 -1.710584e-01 -0.5026916409 -2.708190e-01
## [10955,] 8.252848e-01 1.611887e-02 -0.4728234289 -2.682744e-01
## [10956,] 2.093908e-01 -2.311358e-01 -0.5148806073 -2.717575e-01
## [10957,] 2.093908e-01 -2.311358e-01 -0.5148806073 -2.717575e-01
## [10958,] 1.581419e+00 2.066529e-01 -0.4539854276 -2.662253e-01
## [10959,] 6.039899e-01 -5.449220e-02 -0.4826452321 -2.691667e-01
## [10960,] -2.232838e+00 -3.001247e-01 -0.4171702686 -2.676089e-01
## [10961,] 8.492801e-01 -1.591831e-03 -0.4791193133 -2.686775e-01
## [10962,] 4.306857e-01 -1.605247e-01 -0.5050588041 -2.708652e-01
## [10963,] 8.140896e-01 1.647497e-01 -0.4291550404 -2.653204e-01
## [10964,] 3.864267e-01 -1.746469e-01 -0.5070231647 -2.710437e-01
## [10965,] 1.669937e+00 2.348973e-01 -0.4500567064 -2.658683e-01
## [10966,] 1.669937e+00 2.348973e-01 -0.4500567064 -2.658683e-01
## [10967,] 2.701817e-01 -1.356370e-01 -0.4900998721 -2.700128e-01
## [10968,] 9.377981e-01 2.665260e-02 -0.4751905921 -2.683206e-01
## [10969,] 6.039899e-01 -5.449220e-02 -0.4826452321 -2.691667e-01
## [10970,] 1.625678e+00 2.207751e-01 -0.4520210670 -2.660468e-01
## [10971,] 1.448642e+00 1.642863e-01 -0.4598785095 -2.667606e-01
## [10972,] 1.411365e-01 -2.275473e-01 -0.5105490835 -2.715328e-01
## [10973,] 5.192037e-01 -1.322803e-01 -0.5011300828 -2.705083e-01
## [10974,] 1.448642e+00 1.642863e-01 -0.4598785095 -2.667606e-01
## [10975,] 4.029586e-01 -9.327036e-02 -0.4842067902 -2.694774e-01
## [10976,] -6.741838e-01 -2.340290e-01 -0.4731269274 -2.698218e-01
## [10977,] 2.979088e-01 -2.028913e-01 -0.5109518860 -2.714006e-01
## [10978,] 1.103065e+00 2.008562e+00 0.1540427869 -2.635771e-01
## [10979,] 2.941770e-01 -1.533477e-01 -0.4963957565 -2.704159e-01
## [10980,] 5.276985e-01 1.824973e+00 0.1285060987 -2.658971e-01
## [10981,] -5.616705e-01 -2.234953e-01 -0.4754940906 -2.698679e-01
## [10982,] 1.103065e+00 2.008562e+00 0.1540427869 -2.635771e-01
## [10983,] -1.594554e+00 -3.501318e-01 -0.4624498672 -2.700338e-01
## [10984,] 7.607622e-01 -2.983626e-02 -0.4830480346 -2.690344e-01
## [10985,] 8.935391e-01 1.253038e-02 -0.4771549527 -2.684990e-01
## [10986,] 1.247611e+00 1.255081e-01 -0.4614400676 -2.670714e-01
## [10987,] 8.941405e-02 -1.425822e-01 -0.4834011851 -2.697420e-01
## [10988,] 4.509493e-01 -1.286918e-01 -0.4967985590 -2.702836e-01
## [10989,] -3.681026e-01 -8.562990e-02 -0.4448202735 -2.675879e-01
## [10990,] -7.941605e-01 -1.454755e-01 -0.4416475053 -2.678062e-01
## [10991,] 1.046580e+00 8.672995e-02 -0.4630016257 -2.673821e-01
## [10992,] 2.867136e-01 -5.426046e-02 -0.4672834975 -2.684466e-01
## [10993,] 2.296544e-01 -1.993028e-01 -0.5066203622 -2.711759e-01
## [10994,] 5.634626e-01 -1.181580e-01 -0.4991657222 -2.703298e-01
## [10995,] 1.581419e+00 2.066529e-01 -0.4539854276 -2.662253e-01
## [10996,] -3.329121e-01 -2.519715e-01 -0.4947845464 -2.709450e-01
## [10997,] 7.367668e-01 -1.212556e-02 -0.4767521502 -2.686313e-01
## [10998,] 9.377981e-01 2.665260e-02 -0.4751905921 -2.683206e-01
## [10999,] -1.505394e-01 3.452480e-02 -0.4204423409 -2.657109e-01
## [11000,] 9.985890e-01 1.221514e-01 -0.4504098569 -2.665759e-01
## [11001,] 1.243879e+00 1.750517e-01 -0.4468839382 -2.660867e-01
## [11002,] 7.165032e-01 -4.395848e-02 -0.4850123952 -2.692129e-01
## [11003,] 8.935391e-01 1.253038e-02 -0.4771549527 -2.684990e-01
## [11004,] -1.637208e+00 -8.470294e-02 -0.3833733353 -2.647074e-01
## [11005,] 8.492801e-01 -1.591831e-03 -0.4791193133 -2.686775e-01
## [11006,] 4.066903e-01 -1.428140e-01 -0.4987629197 -2.704621e-01
## [11007,] 3.181724e-01 -1.710584e-01 -0.5026916409 -2.708190e-01
## [11008,] -5.451385e-01 -1.421188e-01 -0.4526777160 -2.683017e-01
## [11009,] 2.862315e-02 -2.380810e-01 -0.5081819203 -2.714867e-01
## [11010,] 2.829819e-01 -4.716840e-03 -0.4527273680 -2.674619e-01
## [11011,] 2.552548e-01 6.253749e-02 -0.4318753541 -2.660741e-01
## [11012,] 7.810258e-01 1.996658e-03 -0.4747877895 -2.684529e-01
## [11013,] 1.899727e+00 2.262761e+00 0.1894012783 -2.603649e-01
## [11014,] 9.687748e-02 -2.416695e-01 -0.5125134441 -2.717113e-01
## [11015,] 8.695438e-01 3.024109e-02 -0.4708590683 -2.680959e-01
## [11016,] 8.252848e-01 1.611887e-02 -0.4728234289 -2.682744e-01
## [11017,] 3.229355e-01 1.835738e+00 0.1415006701 -2.652232e-01
## [11018,] 2.739134e-01 -1.851806e-01 -0.5046560016 -2.709975e-01
## [11019,] -1.867571e+00 -3.357778e-01 -0.4451237720 -2.691352e-01
## [11020,] 1.002321e+00 7.260773e-02 -0.4649659864 -2.675606e-01
## [11021,] 7.018181e-02 1.881925e+00 0.1670870103 -2.637430e-01
## [11022,] 5.837263e-01 -8.632512e-02 -0.4909054771 -2.697483e-01
## [11023,] 1.002321e+00 7.260773e-02 -0.4649659864 -2.675606e-01
## [11024,] 1.411365e-01 -2.275473e-01 -0.5105490835 -2.715328e-01
## [11025,] -1.521445e-01 -2.450262e-01 -0.5014832334 -2.712158e-01
## [11026,] 5.357356e-01 -5.090371e-02 -0.4783137083 -2.689420e-01
## [11027,] 8.935391e-01 1.253038e-02 -0.4771549527 -2.684990e-01
## [11028,] 3.769163e-02 -5.761721e-02 -0.4562532868 -2.679511e-01
## [11029,] -5.819341e-01 -2.553282e-01 -0.4837543357 -2.704495e-01
## [11030,] 1.247611e+00 1.255081e-01 -0.4614400676 -2.670714e-01
## [11031,] 2.056591e-01 -1.815921e-01 -0.5003244778 -2.707728e-01
## [11032,] 9.138028e-01 4.436330e-02 -0.4688947076 -2.679175e-01
## [11033,] 1.779320e-01 -1.143378e-01 -0.4794724639 -2.693850e-01
## [11034,] -3.671516e+00 -4.547738e-01 -0.3926930320 -2.674116e-01
## [11035,] 6.279852e-01 -7.220291e-02 -0.4889411165 -2.695698e-01
## [11036,] 4.952083e-01 -1.145695e-01 -0.4948341984 -2.701052e-01
## [11037,] 4.952083e-01 -1.145695e-01 -0.4948341984 -2.701052e-01
## [11038,] 1.094570e+00 5.130854e-02 -0.4755933946 -2.681883e-01
## [11039,] 4.952083e-01 -1.145695e-01 -0.4948341984 -2.701052e-01
## [11040,] 1.050311e+00 3.718632e-02 -0.4775577552 -2.683668e-01
## [11041,] 7.607622e-01 -2.983626e-02 -0.4830480346 -2.690344e-01
## [11042,] 1.779320e-01 -1.143378e-01 -0.4794724639 -2.693850e-01
## [11043,] 4.066903e-01 -1.428140e-01 -0.4987629197 -2.704621e-01
## [11044,] -3.429441e-02 -4.485100e-03 -0.4373656335 -2.667418e-01
## [11045,] 7.570305e-01 1.970736e-02 -0.4684919051 -2.680497e-01
## [11046,] 1.179357e+00 1.290966e-01 -0.4571085438 -2.668467e-01
## [11047,] 4.151852e-01 1.814439e+00 0.1308732619 -2.658509e-01
## [11048,] 8.823440e-01 1.611612e-01 -0.4334865642 -2.655450e-01
## [11049,] 8.492801e-01 -1.591831e-03 -0.4791193133 -2.686775e-01
## [11050,] 4.157588e-01 3.764980e-02 -0.4468342861 -2.669265e-01
## [11051,] 8.695438e-01 3.024109e-02 -0.4708590683 -2.680959e-01
## [11052,] 1.669937e+00 2.348973e-01 -0.4500567064 -2.658683e-01
## [11053,] 5.154719e-01 -8.273663e-02 -0.4865739533 -2.695236e-01
## [11054,] 1.090839e+00 1.008522e-01 -0.4610372651 -2.672036e-01
## [11055,] 2.904453e-01 -1.038041e-01 -0.4818396270 -2.694312e-01
## [11056,] -3.958297e-01 -1.837557e-02 -0.4239682596 -2.662001e-01
## [11057,] 3.512362e-01 -8.305328e-03 -0.4570588918 -2.676865e-01
## [11058,] -3.126485e-01 -2.201386e-01 -0.4865243013 -2.703634e-01
## [11059,] -2.795847e-01 -5.738547e-02 -0.4408915522 -2.672310e-01
## [11060,] -1.199955e+00 -1.734882e-01 -0.4302144920 -2.674430e-01
## [11061,] 5.261850e-02 -2.557917e-01 -0.5144778047 -2.718898e-01
## [11062,] -7.776286e-01 -6.409897e-02 -0.4188311307 -2.662400e-01
## [11063,] 6.242535e-01 -2.265928e-02 -0.4743849870 -2.685851e-01
## [11064,] 1.853954e-01 -2.134251e-01 -0.5085847228 -2.713544e-01
## [11065,] 4.397542e-01 1.993910e-02 -0.4531301706 -2.673296e-01
## [11066,] 7.735624e-01 1.010839e-01 -0.4456755306 -2.664835e-01
## [11067,] 4.952083e-01 -1.145695e-01 -0.4948341984 -2.701052e-01
## [11068,] -6.362652e-02 -2.167818e-01 -0.4975545121 -2.708589e-01
## [11069,] 1.614001e-01 -1.957143e-01 -0.5022888384 -2.709513e-01
## [11070,] 7.810258e-01 1.996658e-03 -0.4747877895 -2.684529e-01
## [11071,] 7.764524e-02 1.782838e+00 0.1379747513 -2.657124e-01
## [11072,] 1.312134e+00 1.714632e-01 -0.4512154619 -2.663113e-01
## [11073,] 5.837263e-01 -8.632512e-02 -0.4909054771 -2.697483e-01
## [11074,] 6.775810e-01 1.719267e-01 -0.4204919929 -2.648711e-01
## [11075,] 1.114834e+00 8.314146e-02 -0.4673331495 -2.676067e-01
## [11076,] 1.577687e+00 2.561965e-01 -0.4394292981 -2.652406e-01
## [11077,] 2.056591e-01 -1.815921e-01 -0.5003244778 -2.707728e-01
## [11078,] 1.090839e+00 1.008522e-01 -0.4610372651 -2.672036e-01
## [11079,] 1.513165e+00 2.102414e-01 -0.4496539038 -2.660006e-01
## [11080,] 2.701817e-01 -1.356370e-01 -0.4900998721 -2.700128e-01
## [11081,] -1.761398e-01 -2.273155e-01 -0.4951873489 -2.708127e-01
## [11082,] 1.718959e+00 2.255816e+00 0.1960999653 -2.600940e-01
## [11083,] -4.731559e-01 -1.952343e-01 -0.4716991509 -2.694747e-01
## [11084,] -6.096646e-01 -1.880573e-01 -0.4630361034 -2.690255e-01
## [11085,] 3.107055e-01 -7.195461e-02 -0.4737131636 -2.688134e-01
## [11086,] 8.050177e-01 -1.569750e-02 -0.4812174556 -2.688197e-01
## [11087,] 1.625675e+00 2.207917e-01 -0.4521548486 -2.660105e-01
## [11088,] 6.077182e-01 -1.040193e-01 -0.4973351432 -2.701151e-01
## [11089,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [11090,] 1.714193e+00 2.490361e-01 -0.4482261274 -2.656536e-01
## [11091,] 9.175311e-01 -5.163769e-03 -0.4835846188 -2.688659e-01
## [11092,] 4.509459e-01 -1.286752e-01 -0.4969323407 -2.702473e-01
## [11093,] 3.347009e-01 -8.966532e-02 -0.4800090480 -2.692165e-01
## [11094,] 9.580583e-01 5.850207e-02 -0.4670641286 -2.677027e-01
## [11095,] 1.315862e+00 1.219362e-01 -0.4659053731 -2.672597e-01
## [11096,] 2.979053e-01 -2.028748e-01 -0.5110856676 -2.713643e-01
## [11097,] 5.192002e-01 -1.322637e-01 -0.5012638645 -2.704720e-01
## [11098,] 7.404951e-01 -6.165263e-02 -0.4914420613 -2.695797e-01
## [11099,] 5.634592e-01 -1.181415e-01 -0.4992995038 -2.702935e-01
## [11100,] 3.144372e-01 -1.214982e-01 -0.4882692931 -2.697981e-01
## [11101,] 8.375079e-01 1.923845e+00 0.1421228415 -2.646116e-01
## [11102,] 1.758452e+00 2.631583e-01 -0.4462617667 -2.654751e-01
## [11103,] 1.227344e+00 9.369173e-02 -0.4698340943 -2.676166e-01
## [11104,] 1.183085e+00 7.956952e-02 -0.4717984550 -2.677951e-01
## [11105,] 9.617900e-01 8.958445e-03 -0.4816202581 -2.686874e-01
## [11106,] 6.685091e-01 -8.520518e-03 -0.4725544080 -2.683704e-01
## [11107,] 8.732721e-01 -1.928598e-02 -0.4855489794 -2.690443e-01
## [11108,] 2.829785e-01 -4.700290e-03 -0.4528611497 -2.674256e-01
## [11109,] -2.204022e-01 -2.414212e-01 -0.4972854912 -2.709549e-01
## [11110,] 1.315862e+00 1.219362e-01 -0.4659053731 -2.672597e-01
## [11111,] 1.360121e+00 1.360584e-01 -0.4639410124 -2.670813e-01
## Comp.9
## [1,] -6.313084e-02
## [2,] -6.300227e-02
## [3,] -6.557376e-02
## [4,] -6.518804e-02
## [5,] -6.313084e-02
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## [10,] -6.711666e-02
## [11,] -6.505946e-02
## [12,] -6.711666e-02
## [13,] -6.660236e-02
## [14,] -6.300227e-02
## [15,] -6.583091e-02
## [16,] -6.338799e-02
## [17,] -6.583091e-02
## [18,] -6.441659e-02
## [19,] -6.390229e-02
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## [21,] -6.647379e-02
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## [26,] -6.583091e-02
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## [28,] -6.531661e-02
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## [58,] -6.454516e-02
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## [60,] -6.711666e-02
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## [62,] -6.377372e-02
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## [64,] -6.493089e-02
## [65,] -6.415944e-02
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## [81,] -6.390229e-02
## [82,] -6.377372e-02
## [83,] -6.882288e-02
## [84,] -5.858718e-02
## [85,] -6.544519e-02
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## [87,] -6.843716e-02
## [88,] -6.531661e-02
## [89,] -5.858718e-02
## [90,] -6.933718e-02
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## [92,] -6.300227e-02
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## [123,] -6.505946e-02
## [124,] -6.454516e-02
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## [126,] -6.830858e-02
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## [131,] -6.557376e-02
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## [ reached getOption("max.print") -- omitted 30077 rows ]Creating new feature column
#We will be creating three classes for age i.e.young, middle aged and senior citizen
table(Bank_Marketing$age)##
## 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31
## 5 28 42 65 102 137 226 463 598 698 851 1001 1453 1714 1947
## 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46
## 1846 1833 1745 1759 1780 1475 1407 1432 1161 1278 1142 1055 1011 1103 1030
## 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61
## 928 979 839 875 754 779 733 684 648 704 646 576 463 283 73
## 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76
## 62 55 57 44 57 26 33 34 47 53 34 34 32 24 34
## 77 78 79 80 81 82 83 84 85 86 87 88 89 91 92
## 20 27 14 31 20 17 17 7 15 8 1 22 2 2 4
## 94 95 98
## 1 1 2new_feature_age<-ifelse(Bank_Marketing$age<35,"young",Bank_Marketing$age)
new_feature_age_1<-ifelse(Bank_Marketing$age>=35 & Bank_Marketing$age <60,"middle aged",new_feature_age)
new_feature_age_2 <- ifelse (Bank_Marketing$age>=60,"Senior citizen",new_feature_age_1)
new_feature_age_2## [1] "middle aged" "middle aged" "middle aged" "middle aged"
## [5] "middle aged" "middle aged" "middle aged" "middle aged"
## [9] "young" "young" "middle aged" "young"
## [13] "young" "middle aged" "middle aged" "middle aged"
## [17] "middle aged" "middle aged" "middle aged" "middle aged"
## [21] "young" "middle aged" "middle aged" "middle aged"
## [25] "middle aged" "middle aged" "middle aged" "middle aged"
## [29] "middle aged" "middle aged" "middle aged" "middle aged"
## [33] "middle aged" "middle aged" "middle aged" "middle aged"
## [37] "young" "middle aged" "middle aged" "middle aged"
## [41] "middle aged" "young" "middle aged" "middle aged"
## [45] "middle aged" "middle aged" "middle aged" "middle aged"
## [49] "middle aged" "middle aged" "middle aged" "middle aged"
## [53] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [57] "middle aged" "middle aged" "middle aged" "young"
## [61] "middle aged" "middle aged" "middle aged" "middle aged"
## [65] "middle aged" "middle aged" "middle aged" "young"
## [69] "middle aged" "middle aged" "middle aged" "middle aged"
## [73] "middle aged" "middle aged" "middle aged" "middle aged"
## [77] "middle aged" "young" "middle aged" "middle aged"
## [81] "middle aged" "middle aged" "middle aged" "middle aged"
## [85] "middle aged" "young" "middle aged" "middle aged"
## [89] "middle aged" "young" "middle aged" "middle aged"
## [93] "Senior citizen" "young" "middle aged" "middle aged"
## [97] "middle aged" "middle aged" "middle aged" "middle aged"
## [101] "middle aged" "middle aged" "middle aged" "middle aged"
## [105] "middle aged" "middle aged" "young" "middle aged"
## [109] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [113] "middle aged" "middle aged" "middle aged" "middle aged"
## [117] "middle aged" "middle aged" "middle aged" "middle aged"
## [121] "middle aged" "middle aged" "middle aged" "middle aged"
## [125] "young" "middle aged" "middle aged" "young"
## [129] "middle aged" "middle aged" "middle aged" "middle aged"
## [133] "middle aged" "middle aged" "middle aged" "middle aged"
## [137] "middle aged" "middle aged" "young" "middle aged"
## [141] "middle aged" "middle aged" "middle aged" "middle aged"
## [145] "middle aged" "middle aged" "middle aged" "middle aged"
## [149] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [153] "middle aged" "middle aged" "middle aged" "middle aged"
## [157] "middle aged" "middle aged" "middle aged" "middle aged"
## [161] "young" "middle aged" "middle aged" "middle aged"
## [165] "middle aged" "middle aged" "middle aged" "middle aged"
## [169] "middle aged" "middle aged" "middle aged" "middle aged"
## [173] "middle aged" "middle aged" "middle aged" "middle aged"
## [177] "middle aged" "middle aged" "young" "middle aged"
## [181] "young" "middle aged" "middle aged" "middle aged"
## [185] "middle aged" "middle aged" "middle aged" "middle aged"
## [189] "middle aged" "young" "middle aged" "middle aged"
## [193] "middle aged" "middle aged" "young" "middle aged"
## [197] "middle aged" "young" "middle aged" "middle aged"
## [201] "young" "young" "middle aged" "middle aged"
## [205] "middle aged" "middle aged" "middle aged" "middle aged"
## [209] "middle aged" "middle aged" "middle aged" "middle aged"
## [213] "middle aged" "middle aged" "middle aged" "middle aged"
## [217] "young" "young" "middle aged" "middle aged"
## [221] "middle aged" "middle aged" "middle aged" "middle aged"
## [225] "middle aged" "middle aged" "middle aged" "middle aged"
## [229] "middle aged" "middle aged" "middle aged" "middle aged"
## [233] "young" "middle aged" "middle aged" "middle aged"
## [237] "middle aged" "middle aged" "young" "middle aged"
## [241] "middle aged" "middle aged" "young" "young"
## [245] "young" "young" "young" "middle aged"
## [249] "middle aged" "young" "middle aged" "middle aged"
## [253] "middle aged" "middle aged" "young" "middle aged"
## [257] "middle aged" "middle aged" "middle aged" "young"
## [261] "young" "young" "middle aged" "middle aged"
## [265] "middle aged" "young" "young" "young"
## [269] "middle aged" "middle aged" "middle aged" "middle aged"
## [273] "middle aged" "young" "middle aged" "middle aged"
## [277] "young" "middle aged" "middle aged" "middle aged"
## [281] "middle aged" "middle aged" "middle aged" "middle aged"
## [285] "middle aged" "middle aged" "middle aged" "middle aged"
## [289] "Senior citizen" "middle aged" "middle aged" "young"
## [293] "middle aged" "middle aged" "middle aged" "middle aged"
## [297] "middle aged" "middle aged" "middle aged" "middle aged"
## [301] "middle aged" "middle aged" "middle aged" "middle aged"
## [305] "middle aged" "middle aged" "middle aged" "middle aged"
## [309] "middle aged" "middle aged" "middle aged" "young"
## [313] "middle aged" "middle aged" "middle aged" "young"
## [317] "young" "middle aged" "middle aged" "middle aged"
## [321] "middle aged" "middle aged" "middle aged" "middle aged"
## [325] "middle aged" "middle aged" "young" "young"
## [329] "middle aged" "middle aged" "young" "middle aged"
## [333] "middle aged" "middle aged" "middle aged" "middle aged"
## [337] "middle aged" "middle aged" "middle aged" "middle aged"
## [341] "middle aged" "young" "middle aged" "middle aged"
## [345] "middle aged" "middle aged" "middle aged" "middle aged"
## [349] "young" "middle aged" "middle aged" "middle aged"
## [353] "middle aged" "middle aged" "middle aged" "middle aged"
## [357] "middle aged" "young" "young" "middle aged"
## [361] "middle aged" "middle aged" "middle aged" "middle aged"
## [365] "middle aged" "middle aged" "middle aged" "middle aged"
## [369] "middle aged" "middle aged" "middle aged" "middle aged"
## [373] "middle aged" "young" "middle aged" "middle aged"
## [377] "middle aged" "middle aged" "young" "middle aged"
## [381] "young" "young" "young" "young"
## [385] "middle aged" "middle aged" "middle aged" "middle aged"
## [389] "young" "middle aged" "middle aged" "middle aged"
## [393] "middle aged" "middle aged" "middle aged" "middle aged"
## [397] "middle aged" "young" "middle aged" "middle aged"
## [401] "middle aged" "middle aged" "young" "middle aged"
## [405] "middle aged" "middle aged" "middle aged" "middle aged"
## [409] "middle aged" "middle aged" "middle aged" "middle aged"
## [413] "young" "middle aged" "middle aged" "middle aged"
## [417] "middle aged" "middle aged" "young" "young"
## [421] "middle aged" "middle aged" "middle aged" "middle aged"
## [425] "middle aged" "middle aged" "middle aged" "middle aged"
## [429] "middle aged" "young" "middle aged" "middle aged"
## [433] "young" "young" "middle aged" "middle aged"
## [437] "middle aged" "middle aged" "middle aged" "middle aged"
## [441] "middle aged" "young" "young" "middle aged"
## [445] "young" "middle aged" "middle aged" "middle aged"
## [449] "middle aged" "middle aged" "middle aged" "young"
## [453] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [457] "middle aged" "middle aged" "middle aged" "middle aged"
## [461] "middle aged" "middle aged" "middle aged" "young"
## [465] "young" "middle aged" "middle aged" "middle aged"
## [469] "middle aged" "middle aged" "middle aged" "middle aged"
## [473] "young" "young" "middle aged" "middle aged"
## [477] "middle aged" "middle aged" "middle aged" "middle aged"
## [481] "middle aged" "middle aged" "middle aged" "middle aged"
## [485] "middle aged" "middle aged" "young" "middle aged"
## [489] "middle aged" "middle aged" "young" "middle aged"
## [493] "middle aged" "middle aged" "young" "young"
## [497] "middle aged" "middle aged" "middle aged" "middle aged"
## [501] "middle aged" "young" "young" "middle aged"
## [505] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [509] "young" "middle aged" "middle aged" "middle aged"
## [513] "middle aged" "middle aged" "middle aged" "young"
## [517] "middle aged" "middle aged" "middle aged" "middle aged"
## [521] "middle aged" "middle aged" "middle aged" "middle aged"
## [525] "middle aged" "middle aged" "young" "middle aged"
## [529] "middle aged" "middle aged" "middle aged" "middle aged"
## [533] "middle aged" "middle aged" "middle aged" "middle aged"
## [537] "middle aged" "young" "middle aged" "young"
## [541] "middle aged" "middle aged" "middle aged" "young"
## [545] "young" "middle aged" "middle aged" "middle aged"
## [549] "young" "middle aged" "middle aged" "middle aged"
## [553] "middle aged" "middle aged" "middle aged" "middle aged"
## [557] "middle aged" "middle aged" "middle aged" "middle aged"
## [561] "middle aged" "middle aged" "middle aged" "middle aged"
## [565] "middle aged" "middle aged" "middle aged" "middle aged"
## [569] "young" "middle aged" "middle aged" "middle aged"
## [573] "middle aged" "middle aged" "middle aged" "middle aged"
## [577] "middle aged" "young" "middle aged" "middle aged"
## [581] "middle aged" "young" "middle aged" "young"
## [585] "middle aged" "young" "middle aged" "middle aged"
## [589] "middle aged" "middle aged" "young" "young"
## [593] "young" "young" "middle aged" "middle aged"
## [597] "middle aged" "middle aged" "middle aged" "young"
## [601] "young" "middle aged" "middle aged" "young"
## [605] "young" "young" "middle aged" "middle aged"
## [609] "middle aged" "middle aged" "middle aged" "middle aged"
## [613] "middle aged" "middle aged" "middle aged" "middle aged"
## [617] "middle aged" "middle aged" "middle aged" "middle aged"
## [621] "middle aged" "middle aged" "middle aged" "middle aged"
## [625] "young" "middle aged" "young" "middle aged"
## [629] "middle aged" "middle aged" "young" "young"
## [633] "middle aged" "middle aged" "middle aged" "middle aged"
## [637] "middle aged" "young" "middle aged" "middle aged"
## [641] "middle aged" "young" "young" "middle aged"
## [645] "middle aged" "young" "young" "middle aged"
## [649] "middle aged" "young" "young" "young"
## [653] "middle aged" "middle aged" "middle aged" "young"
## [657] "young" "middle aged" "middle aged" "young"
## [661] "middle aged" "middle aged" "middle aged" "middle aged"
## [665] "middle aged" "young" "middle aged" "young"
## [669] "young" "middle aged" "middle aged" "middle aged"
## [673] "middle aged" "middle aged" "middle aged" "middle aged"
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## [5385] "Senior citizen" "middle aged" "middle aged" "middle aged"
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## [5393] "young" "middle aged" "young" "Senior citizen"
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## [6093] "Senior citizen" "middle aged" "middle aged" "young"
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## [6293] "middle aged" "Senior citizen" "young" "middle aged"
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## [8949] "middle aged" "middle aged" "middle aged" "Senior citizen"
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## [12713] "middle aged" "middle aged" "young" "young"
## [12717] "Senior citizen" "young" "middle aged" "middle aged"
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## [13361] "middle aged" "middle aged" "young" "young"
## [13365] "Senior citizen" "middle aged" "middle aged" "middle aged"
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## [13397] "middle aged" "young" "Senior citizen" "young"
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## [13817] "middle aged" "young" "Senior citizen" "Senior citizen"
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## [13857] "young" "young" "middle aged" "middle aged"
## [13861] "middle aged" "middle aged" "middle aged" "Senior citizen"
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## [16069] "young" "young" "Senior citizen" "middle aged"
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## [16269] "young" "Senior citizen" "middle aged" "middle aged"
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## [16545] "young" "young" "young" "middle aged"
## [16549] "middle aged" "young" "middle aged" "middle aged"
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## [16557] "young" "young" "young" "young"
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## [16565] "young" "young" "young" "middle aged"
## [16569] "young" "middle aged" "young" "young"
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## [16577] "young" "middle aged" "young" "young"
## [16581] "young" "young" "middle aged" "middle aged"
## [16585] "young" "middle aged" "young" "young"
## [16589] "middle aged" "young" "middle aged" "middle aged"
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## [16613] "young" "young" "middle aged" "middle aged"
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## [16645] "middle aged" "young" "middle aged" "young"
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## [16685] "middle aged" "young" "middle aged" "middle aged"
## [16689] "middle aged" "young" "young" "young"
## [16693] "young" "middle aged" "middle aged" "young"
## [16697] "middle aged" "middle aged" "young" "Senior citizen"
## [16701] "middle aged" "middle aged" "young" "young"
## [16705] "middle aged" "middle aged" "Senior citizen" "young"
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## [16713] "middle aged" "young" "young" "young"
## [16717] "middle aged" "young" "young" "young"
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## [16729] "middle aged" "young" "middle aged" "young"
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## [16741] "middle aged" "middle aged" "middle aged" "middle aged"
## [16745] "middle aged" "young" "middle aged" "middle aged"
## [16749] "young" "middle aged" "young" "young"
## [16753] "middle aged" "middle aged" "young" "middle aged"
## [16757] "young" "middle aged" "middle aged" "middle aged"
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## [16769] "middle aged" "middle aged" "middle aged" "middle aged"
## [16773] "young" "young" "middle aged" "middle aged"
## [16777] "middle aged" "middle aged" "middle aged" "young"
## [16781] "middle aged" "middle aged" "middle aged" "middle aged"
## [16785] "middle aged" "middle aged" "middle aged" "middle aged"
## [16789] "young" "middle aged" "middle aged" "young"
## [16793] "young" "middle aged" "middle aged" "middle aged"
## [16797] "middle aged" "young" "young" "middle aged"
## [16801] "middle aged" "middle aged" "young" "middle aged"
## [16805] "middle aged" "young" "middle aged" "middle aged"
## [16809] "middle aged" "young" "middle aged" "middle aged"
## [16813] "middle aged" "middle aged" "middle aged" "middle aged"
## [16817] "young" "middle aged" "middle aged" "middle aged"
## [16821] "young" "young" "middle aged" "middle aged"
## [16825] "middle aged" "middle aged" "middle aged" "middle aged"
## [16829] "middle aged" "middle aged" "middle aged" "middle aged"
## [16833] "middle aged" "middle aged" "middle aged" "middle aged"
## [16837] "middle aged" "middle aged" "middle aged" "middle aged"
## [16841] "middle aged" "middle aged" "middle aged" "middle aged"
## [16845] "middle aged" "middle aged" "middle aged" "middle aged"
## [16849] "middle aged" "middle aged" "middle aged" "middle aged"
## [16853] "middle aged" "middle aged" "middle aged" "middle aged"
## [16857] "middle aged" "middle aged" "middle aged" "middle aged"
## [16861] "middle aged" "middle aged" "middle aged" "middle aged"
## [16865] "middle aged" "middle aged" "middle aged" "middle aged"
## [16869] "middle aged" "middle aged" "middle aged" "middle aged"
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## [16877] "middle aged" "middle aged" "middle aged" "middle aged"
## [16881] "middle aged" "middle aged" "middle aged" "young"
## [16885] "young" "middle aged" "middle aged" "middle aged"
## [16889] "young" "middle aged" "young" "middle aged"
## [16893] "middle aged" "middle aged" "middle aged" "middle aged"
## [16897] "middle aged" "middle aged" "middle aged" "middle aged"
## [16901] "middle aged" "middle aged" "middle aged" "middle aged"
## [16905] "middle aged" "middle aged" "middle aged" "middle aged"
## [16909] "middle aged" "middle aged" "middle aged" "young"
## [16913] "middle aged" "young" "young" "middle aged"
## [16917] "middle aged" "middle aged" "middle aged" "young"
## [16921] "young" "middle aged" "middle aged" "middle aged"
## [16925] "middle aged" "middle aged" "young" "middle aged"
## [16929] "young" "middle aged" "middle aged" "middle aged"
## [16933] "middle aged" "middle aged" "young" "middle aged"
## [16937] "middle aged" "middle aged" "middle aged" "young"
## [16941] "middle aged" "middle aged" "middle aged" "middle aged"
## [16945] "middle aged" "middle aged" "middle aged" "middle aged"
## [16949] "middle aged" "middle aged" "young" "middle aged"
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## [17009] "young" "middle aged" "middle aged" "middle aged"
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## [17021] "middle aged" "middle aged" "middle aged" "middle aged"
## [17025] "middle aged" "young" "middle aged" "young"
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## [17041] "middle aged" "middle aged" "middle aged" "middle aged"
## [17045] "middle aged" "middle aged" "middle aged" "middle aged"
## [17049] "Senior citizen" "middle aged" "middle aged" "middle aged"
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## [17113] "middle aged" "middle aged" "middle aged" "middle aged"
## [17117] "Senior citizen" "middle aged" "middle aged" "middle aged"
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## [17225] "young" "Senior citizen" "middle aged" "young"
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## [18789] "middle aged" "young" "middle aged" "middle aged"
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## [18845] "middle aged" "middle aged" "middle aged" "middle aged"
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## [18857] "middle aged" "middle aged" "middle aged" "middle aged"
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## [18865] "middle aged" "middle aged" "middle aged" "middle aged"
## [18869] "young" "middle aged" "middle aged" "middle aged"
## [18873] "middle aged" "Senior citizen" "Senior citizen" "young"
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## [18885] "middle aged" "young" "young" "young"
## [18889] "middle aged" "middle aged" "middle aged" "middle aged"
## [18893] "young" "young" "Senior citizen" "middle aged"
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## [18909] "middle aged" "middle aged" "young" "middle aged"
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## [18941] "young" "middle aged" "middle aged" "middle aged"
## [18945] "middle aged" "middle aged" "middle aged" "middle aged"
## [18949] "middle aged" "middle aged" "middle aged" "middle aged"
## [18953] "middle aged" "young" "middle aged" "young"
## [18957] "young" "middle aged" "young" "young"
## [18961] "middle aged" "middle aged" "middle aged" "middle aged"
## [18965] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [18969] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [18973] "young" "young" "middle aged" "middle aged"
## [18977] "middle aged" "young" "young" "middle aged"
## [18981] "middle aged" "middle aged" "Senior citizen" "middle aged"
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## [18989] "young" "middle aged" "middle aged" "middle aged"
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## [19033] "middle aged" "young" "middle aged" "middle aged"
## [19037] "middle aged" "middle aged" "middle aged" "middle aged"
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## [19045] "middle aged" "middle aged" "middle aged" "middle aged"
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## [19057] "middle aged" "middle aged" "middle aged" "middle aged"
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## [19077] "young" "middle aged" "middle aged" "middle aged"
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## [19149] "middle aged" "middle aged" "middle aged" "middle aged"
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## [19213] "young" "middle aged" "middle aged" "young"
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## [19233] "middle aged" "middle aged" "middle aged" "young"
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## [19269] "middle aged" "middle aged" "young" "middle aged"
## [19273] "middle aged" "middle aged" "young" "middle aged"
## [19277] "middle aged" "young" "young" "young"
## [19281] "middle aged" "young" "middle aged" "middle aged"
## [19285] "middle aged" "young" "young" "young"
## [19289] "middle aged" "middle aged" "middle aged" "middle aged"
## [19293] "middle aged" "middle aged" "young" "middle aged"
## [19297] "middle aged" "middle aged" "middle aged" "middle aged"
## [19301] "middle aged" "young" "young" "middle aged"
## [19305] "middle aged" "middle aged" "young" "middle aged"
## [19309] "young" "middle aged" "middle aged" "middle aged"
## [19313] "middle aged" "middle aged" "middle aged" "young"
## [19317] "middle aged" "young" "middle aged" "middle aged"
## [19321] "middle aged" "middle aged" "middle aged" "middle aged"
## [19325] "young" "young" "young" "young"
## [19329] "young" "middle aged" "middle aged" "young"
## [19333] "middle aged" "middle aged" "middle aged" "middle aged"
## [19337] "young" "young" "young" "middle aged"
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## [19345] "middle aged" "middle aged" "middle aged" "middle aged"
## [19349] "middle aged" "middle aged" "middle aged" "young"
## [19353] "middle aged" "middle aged" "middle aged" "middle aged"
## [19357] "middle aged" "middle aged" "middle aged" "middle aged"
## [19361] "middle aged" "middle aged" "middle aged" "middle aged"
## [19365] "young" "middle aged" "young" "middle aged"
## [19369] "middle aged" "young" "Senior citizen" "middle aged"
## [19373] "middle aged" "young" "middle aged" "middle aged"
## [19377] "middle aged" "middle aged" "middle aged" "middle aged"
## [19381] "middle aged" "middle aged" "middle aged" "young"
## [19385] "middle aged" "middle aged" "young" "middle aged"
## [19389] "young" "young" "middle aged" "middle aged"
## [19393] "middle aged" "middle aged" "young" "young"
## [19397] "middle aged" "young" "middle aged" "young"
## [19401] "middle aged" "middle aged" "middle aged" "middle aged"
## [19405] "middle aged" "middle aged" "young" "young"
## [19409] "middle aged" "middle aged" "middle aged" "middle aged"
## [19413] "middle aged" "young" "middle aged" "middle aged"
## [19417] "middle aged" "young" "middle aged" "middle aged"
## [19421] "middle aged" "middle aged" "young" "young"
## [19425] "young" "middle aged" "young" "middle aged"
## [19429] "middle aged" "young" "young" "middle aged"
## [19433] "young" "middle aged" "middle aged" "middle aged"
## [19437] "young" "middle aged" "middle aged" "middle aged"
## [19441] "middle aged" "middle aged" "middle aged" "middle aged"
## [19445] "middle aged" "middle aged" "middle aged" "middle aged"
## [19449] "middle aged" "young" "middle aged" "young"
## [19453] "middle aged" "middle aged" "middle aged" "middle aged"
## [19457] "middle aged" "young" "young" "middle aged"
## [19461] "young" "young" "young" "young"
## [19465] "young" "young" "young" "young"
## [19469] "young" "young" "middle aged" "young"
## [19473] "middle aged" "middle aged" "middle aged" "middle aged"
## [19477] "middle aged" "young" "young" "middle aged"
## [19481] "middle aged" "middle aged" "young" "middle aged"
## [19485] "middle aged" "middle aged" "middle aged" "middle aged"
## [19489] "young" "middle aged" "middle aged" "middle aged"
## [19493] "middle aged" "middle aged" "middle aged" "middle aged"
## [19497] "middle aged" "middle aged" "middle aged" "middle aged"
## [19501] "young" "middle aged" "young" "middle aged"
## [19505] "middle aged" "middle aged" "young" "young"
## [19509] "middle aged" "young" "middle aged" "middle aged"
## [19513] "middle aged" "middle aged" "young" "middle aged"
## [19517] "middle aged" "young" "middle aged" "middle aged"
## [19521] "young" "young" "young" "middle aged"
## [19525] "young" "young" "middle aged" "middle aged"
## [19529] "young" "young" "middle aged" "middle aged"
## [19533] "middle aged" "middle aged" "middle aged" "young"
## [19537] "young" "middle aged" "middle aged" "young"
## [19541] "young" "middle aged" "young" "middle aged"
## [19545] "middle aged" "middle aged" "middle aged" "middle aged"
## [19549] "middle aged" "middle aged" "middle aged" "middle aged"
## [19553] "middle aged" "middle aged" "middle aged" "middle aged"
## [19557] "middle aged" "middle aged" "middle aged" "young"
## [19561] "young" "young" "middle aged" "middle aged"
## [19565] "young" "middle aged" "young" "middle aged"
## [19569] "young" "middle aged" "middle aged" "middle aged"
## [19573] "middle aged" "middle aged" "middle aged" "middle aged"
## [19577] "middle aged" "middle aged" "middle aged" "middle aged"
## [19581] "middle aged" "middle aged" "young" "middle aged"
## [19585] "middle aged" "young" "young" "middle aged"
## [19589] "middle aged" "middle aged" "middle aged" "middle aged"
## [19593] "middle aged" "young" "young" "young"
## [19597] "middle aged" "middle aged" "middle aged" "middle aged"
## [19601] "middle aged" "young" "middle aged" "middle aged"
## [19605] "middle aged" "middle aged" "middle aged" "middle aged"
## [19609] "young" "young" "middle aged" "middle aged"
## [19613] "middle aged" "middle aged" "middle aged" "middle aged"
## [19617] "middle aged" "middle aged" "middle aged" "middle aged"
## [19621] "middle aged" "young" "middle aged" "young"
## [19625] "middle aged" "middle aged" "middle aged" "middle aged"
## [19629] "middle aged" "middle aged" "middle aged" "young"
## [19633] "middle aged" "middle aged" "young" "young"
## [19637] "middle aged" "middle aged" "middle aged" "young"
## [19641] "middle aged" "middle aged" "middle aged" "young"
## [19645] "young" "middle aged" "young" "middle aged"
## [19649] "middle aged" "middle aged" "middle aged" "middle aged"
## [19653] "middle aged" "middle aged" "middle aged" "middle aged"
## [19657] "middle aged" "middle aged" "middle aged" "middle aged"
## [19661] "middle aged" "middle aged" "middle aged" "middle aged"
## [19665] "middle aged" "young" "middle aged" "middle aged"
## [19669] "middle aged" "middle aged" "young" "middle aged"
## [19673] "middle aged" "middle aged" "young" "young"
## [19677] "young" "middle aged" "middle aged" "middle aged"
## [19681] "middle aged" "middle aged" "young" "middle aged"
## [19685] "middle aged" "middle aged" "middle aged" "middle aged"
## [19689] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [19693] "young" "middle aged" "middle aged" "middle aged"
## [19697] "young" "middle aged" "middle aged" "middle aged"
## [19701] "middle aged" "middle aged" "young" "young"
## [19705] "middle aged" "middle aged" "middle aged" "middle aged"
## [19709] "middle aged" "middle aged" "middle aged" "middle aged"
## [19713] "middle aged" "middle aged" "middle aged" "young"
## [19717] "young" "young" "middle aged" "middle aged"
## [19721] "young" "middle aged" "young" "middle aged"
## [19725] "middle aged" "young" "young" "young"
## [19729] "middle aged" "young" "young" "middle aged"
## [19733] "young" "young" "middle aged" "middle aged"
## [19737] "middle aged" "young" "middle aged" "middle aged"
## [19741] "young" "middle aged" "young" "middle aged"
## [19745] "middle aged" "middle aged" "middle aged" "middle aged"
## [19749] "young" "young" "young" "young"
## [19753] "middle aged" "middle aged" "young" "middle aged"
## [19757] "young" "middle aged" "young" "middle aged"
## [19761] "young" "middle aged" "middle aged" "middle aged"
## [19765] "middle aged" "middle aged" "middle aged" "middle aged"
## [19769] "middle aged" "young" "middle aged" "middle aged"
## [19773] "young" "middle aged" "young" "young"
## [19777] "young" "middle aged" "middle aged" "middle aged"
## [19781] "middle aged" "middle aged" "middle aged" "middle aged"
## [19785] "young" "middle aged" "middle aged" "young"
## [19789] "middle aged" "middle aged" "middle aged" "young"
## [19793] "middle aged" "middle aged" "young" "middle aged"
## [19797] "middle aged" "middle aged" "young" "middle aged"
## [19801] "middle aged" "middle aged" "middle aged" "middle aged"
## [19805] "middle aged" "middle aged" "middle aged" "middle aged"
## [19809] "middle aged" "middle aged" "middle aged" "middle aged"
## [19813] "middle aged" "middle aged" "middle aged" "middle aged"
## [19817] "middle aged" "middle aged" "young" "middle aged"
## [19821] "middle aged" "middle aged" "young" "middle aged"
## [19825] "young" "middle aged" "middle aged" "middle aged"
## [19829] "young" "middle aged" "middle aged" "middle aged"
## [19833] "young" "middle aged" "middle aged" "middle aged"
## [19837] "young" "middle aged" "young" "young"
## [19841] "middle aged" "middle aged" "young" "young"
## [19845] "middle aged" "middle aged" "middle aged" "young"
## [19849] "middle aged" "middle aged" "middle aged" "middle aged"
## [19853] "middle aged" "young" "young" "young"
## [19857] "young" "young" "middle aged" "young"
## [19861] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [19865] "young" "young" "middle aged" "middle aged"
## [19869] "middle aged" "middle aged" "middle aged" "middle aged"
## [19873] "middle aged" "middle aged" "middle aged" "middle aged"
## [19877] "middle aged" "middle aged" "middle aged" "middle aged"
## [19881] "middle aged" "middle aged" "young" "middle aged"
## [19885] "young" "young" "young" "middle aged"
## [19889] "young" "young" "middle aged" "middle aged"
## [19893] "young" "middle aged" "middle aged" "young"
## [19897] "middle aged" "young" "middle aged" "middle aged"
## [19901] "young" "middle aged" "middle aged" "middle aged"
## [19905] "middle aged" "middle aged" "middle aged" "young"
## [19909] "middle aged" "middle aged" "middle aged" "middle aged"
## [19913] "young" "middle aged" "young" "young"
## [19917] "middle aged" "middle aged" "middle aged" "middle aged"
## [19921] "middle aged" "young" "Senior citizen" "middle aged"
## [19925] "middle aged" "middle aged" "middle aged" "middle aged"
## [19929] "young" "middle aged" "middle aged" "young"
## [19933] "young" "young" "middle aged" "middle aged"
## [19937] "young" "young" "young" "young"
## [19941] "middle aged" "middle aged" "young" "young"
## [19945] "middle aged" "middle aged" "middle aged" "young"
## [19949] "middle aged" "middle aged" "young" "middle aged"
## [19953] "middle aged" "middle aged" "middle aged" "middle aged"
## [19957] "middle aged" "middle aged" "young" "middle aged"
## [19961] "middle aged" "middle aged" "young" "young"
## [19965] "middle aged" "middle aged" "middle aged" "middle aged"
## [19969] "middle aged" "young" "middle aged" "young"
## [19973] "young" "young" "middle aged" "middle aged"
## [19977] "young" "young" "middle aged" "middle aged"
## [19981] "middle aged" "middle aged" "young" "young"
## [19985] "young" "middle aged" "middle aged" "young"
## [19989] "middle aged" "middle aged" "middle aged" "middle aged"
## [19993] "middle aged" "middle aged" "middle aged" "middle aged"
## [19997] "middle aged" "middle aged" "young" "middle aged"
## [20001] "middle aged" "middle aged" "middle aged" "middle aged"
## [20005] "young" "middle aged" "middle aged" "young"
## [20009] "young" "middle aged" "young" "middle aged"
## [20013] "middle aged" "middle aged" "middle aged" "young"
## [20017] "middle aged" "middle aged" "middle aged" "young"
## [20021] "middle aged" "middle aged" "middle aged" "middle aged"
## [20025] "middle aged" "middle aged" "young" "middle aged"
## [20029] "middle aged" "young" "middle aged" "middle aged"
## [20033] "middle aged" "middle aged" "young" "middle aged"
## [20037] "young" "middle aged" "middle aged" "young"
## [20041] "young" "middle aged" "young" "middle aged"
## [20045] "middle aged" "middle aged" "young" "middle aged"
## [20049] "middle aged" "middle aged" "young" "young"
## [20053] "young" "middle aged" "young" "middle aged"
## [20057] "young" "middle aged" "young" "middle aged"
## [20061] "middle aged" "young" "young" "young"
## [20065] "middle aged" "middle aged" "young" "young"
## [20069] "middle aged" "middle aged" "young" "middle aged"
## [20073] "middle aged" "middle aged" "middle aged" "middle aged"
## [20077] "middle aged" "young" "middle aged" "middle aged"
## [20081] "middle aged" "middle aged" "middle aged" "middle aged"
## [20085] "middle aged" "middle aged" "middle aged" "middle aged"
## [20089] "middle aged" "young" "young" "middle aged"
## [20093] "young" "middle aged" "middle aged" "middle aged"
## [20097] "young" "young" "young" "young"
## [20101] "middle aged" "middle aged" "middle aged" "middle aged"
## [20105] "middle aged" "middle aged" "middle aged" "middle aged"
## [20109] "young" "middle aged" "middle aged" "young"
## [20113] "middle aged" "middle aged" "young" "middle aged"
## [20117] "young" "young" "middle aged" "middle aged"
## [20121] "middle aged" "young" "middle aged" "middle aged"
## [20125] "middle aged" "middle aged" "young" "middle aged"
## [20129] "middle aged" "middle aged" "middle aged" "middle aged"
## [20133] "middle aged" "young" "young" "middle aged"
## [20137] "middle aged" "young" "young" "middle aged"
## [20141] "middle aged" "young" "middle aged" "middle aged"
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## [20153] "middle aged" "middle aged" "middle aged" "young"
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## [20165] "middle aged" "middle aged" "middle aged" "middle aged"
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## [20177] "middle aged" "middle aged" "middle aged" "middle aged"
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## [20269] "middle aged" "middle aged" "young" "middle aged"
## [20273] "middle aged" "Senior citizen" "young" "young"
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## [20457] "middle aged" "Senior citizen" "middle aged" "middle aged"
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## [20593] "middle aged" "middle aged" "middle aged" "middle aged"
## [20597] "young" "Senior citizen" "middle aged" "middle aged"
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## [20729] "middle aged" "middle aged" "middle aged" "Senior citizen"
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## [20897] "middle aged" "middle aged" "middle aged" "middle aged"
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## [21029] "young" "young" "young" "middle aged"
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## [29497] "middle aged" "young" "Senior citizen" "middle aged"
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## [29889] "middle aged" "middle aged" "middle aged" "Senior citizen"
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## [30289] "Senior citizen" "middle aged" "middle aged" "middle aged"
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## [34753] "middle aged" "middle aged" "young" "middle aged"
## [34757] "young" "middle aged" "young" "Senior citizen"
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## [36781] "middle aged" "Senior citizen" "young" "young"
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## [36817] "Senior citizen" "young" "young" "middle aged"
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## [36825] "young" "young" "middle aged" "young"
## [36829] "young" "young" "young" "middle aged"
## [36833] "young" "young" "young" "middle aged"
## [36837] "young" "young" "young" "young"
## [36841] "young" "middle aged" "young" "young"
## [36845] "young" "middle aged" "young" "middle aged"
## [36849] "middle aged" "middle aged" "middle aged" "young"
## [36853] "middle aged" "middle aged" "middle aged" "middle aged"
## [36857] "middle aged" "middle aged" "middle aged" "middle aged"
## [36861] "middle aged" "young" "middle aged" "middle aged"
## [36865] "middle aged" "middle aged" "middle aged" "middle aged"
## [36869] "middle aged" "young" "middle aged" "middle aged"
## [36873] "middle aged" "young" "young" "young"
## [36877] "young" "middle aged" "young" "young"
## [36881] "young" "young" "young" "young"
## [36885] "middle aged" "young" "middle aged" "middle aged"
## [36889] "middle aged" "young" "middle aged" "young"
## [36893] "young" "middle aged" "young" "middle aged"
## [36897] "young" "middle aged" "middle aged" "middle aged"
## [36901] "young" "middle aged" "middle aged" "middle aged"
## [36905] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [36909] "middle aged" "middle aged" "middle aged" "middle aged"
## [36913] "young" "young" "middle aged" "middle aged"
## [36917] "middle aged" "middle aged" "middle aged" "young"
## [36921] "middle aged" "middle aged" "young" "middle aged"
## [36925] "middle aged" "middle aged" "young" "middle aged"
## [36929] "middle aged" "middle aged" "middle aged" "middle aged"
## [36933] "middle aged" "middle aged" "middle aged" "middle aged"
## [36937] "young" "Senior citizen" "young" "middle aged"
## [36941] "middle aged" "middle aged" "middle aged" "middle aged"
## [36945] "middle aged" "Senior citizen" "young" "middle aged"
## [36949] "young" "middle aged" "middle aged" "middle aged"
## [36953] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [36957] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [36961] "middle aged" "middle aged" "middle aged" "middle aged"
## [36965] "middle aged" "Senior citizen" "Senior citizen" "middle aged"
## [36969] "middle aged" "middle aged" "young" "young"
## [36973] "middle aged" "young" "middle aged" "young"
## [36977] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [36981] "middle aged" "middle aged" "young" "young"
## [36985] "middle aged" "middle aged" "young" "middle aged"
## [36989] "middle aged" "middle aged" "middle aged" "young"
## [36993] "middle aged" "middle aged" "young" "young"
## [36997] "middle aged" "young" "Senior citizen" "middle aged"
## [37001] "young" "middle aged" "middle aged" "middle aged"
## [37005] "middle aged" "young" "young" "young"
## [37009] "young" "middle aged" "young" "middle aged"
## [37013] "young" "middle aged" "middle aged" "middle aged"
## [37017] "middle aged" "young" "middle aged" "middle aged"
## [37021] "young" "young" "young" "young"
## [37025] "young" "young" "young" "young"
## [37029] "middle aged" "middle aged" "young" "young"
## [37033] "middle aged" "young" "middle aged" "young"
## [37037] "young" "young" "young" "young"
## [37041] "middle aged" "middle aged" "young" "middle aged"
## [37045] "middle aged" "middle aged" "young" "Senior citizen"
## [37049] "middle aged" "middle aged" "young" "middle aged"
## [37053] "middle aged" "young" "middle aged" "young"
## [37057] "young" "young" "middle aged" "Senior citizen"
## [37061] "young" "middle aged" "middle aged" "middle aged"
## [37065] "middle aged" "young" "young" "middle aged"
## [37069] "young" "middle aged" "middle aged" "young"
## [37073] "middle aged" "young" "middle aged" "young"
## [37077] "young" "young" "young" "young"
## [37081] "young" "young" "middle aged" "young"
## [37085] "middle aged" "middle aged" "young" "middle aged"
## [37089] "young" "middle aged" "middle aged" "middle aged"
## [37093] "young" "young" "middle aged" "middle aged"
## [37097] "middle aged" "middle aged" "middle aged" "young"
## [37101] "young" "middle aged" "young" "middle aged"
## [37105] "young" "young" "middle aged" "young"
## [37109] "young" "middle aged" "young" "young"
## [37113] "middle aged" "middle aged" "middle aged" "middle aged"
## [37117] "middle aged" "middle aged" "young" "Senior citizen"
## [37121] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [37125] "young" "young" "middle aged" "middle aged"
## [37129] "young" "Senior citizen" "young" "middle aged"
## [37133] "young" "middle aged" "young" "middle aged"
## [37137] "Senior citizen" "Senior citizen" "young" "young"
## [37141] "young" "young" "middle aged" "young"
## [37145] "middle aged" "middle aged" "middle aged" "middle aged"
## [37149] "middle aged" "middle aged" "middle aged" "young"
## [37153] "young" "middle aged" "young" "middle aged"
## [37157] "middle aged" "middle aged" "middle aged" "middle aged"
## [37161] "middle aged" "middle aged" "middle aged" "middle aged"
## [37165] "middle aged" "middle aged" "middle aged" "young"
## [37169] "middle aged" "middle aged" "Senior citizen" "young"
## [37173] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [37177] "Senior citizen" "middle aged" "young" "middle aged"
## [37181] "Senior citizen" "middle aged" "young" "middle aged"
## [37185] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [37189] "middle aged" "young" "Senior citizen" "middle aged"
## [37193] "Senior citizen" "Senior citizen" "middle aged" "Senior citizen"
## [37197] "middle aged" "middle aged" "young" "middle aged"
## [37201] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [37205] "young" "middle aged" "Senior citizen" "Senior citizen"
## [37209] "young" "middle aged" "young" "middle aged"
## [37213] "middle aged" "Senior citizen" "young" "middle aged"
## [37217] "young" "young" "young" "Senior citizen"
## [37221] "young" "young" "young" "young"
## [37225] "middle aged" "middle aged" "young" "Senior citizen"
## [37229] "young" "young" "middle aged" "middle aged"
## [37233] "young" "middle aged" "middle aged" "Senior citizen"
## [37237] "middle aged" "Senior citizen" "middle aged" "Senior citizen"
## [37241] "young" "middle aged" "young" "young"
## [37245] "young" "young" "young" "middle aged"
## [37249] "young" "middle aged" "middle aged" "middle aged"
## [37253] "middle aged" "young" "young" "young"
## [37257] "young" "Senior citizen" "young" "young"
## [37261] "Senior citizen" "young" "young" "young"
## [37265] "middle aged" "middle aged" "middle aged" "middle aged"
## [37269] "middle aged" "middle aged" "middle aged" "middle aged"
## [37273] "middle aged" "middle aged" "middle aged" "middle aged"
## [37277] "young" "middle aged" "Senior citizen" "middle aged"
## [37281] "middle aged" "middle aged" "Senior citizen" "Senior citizen"
## [37285] "young" "middle aged" "middle aged" "young"
## [37289] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [37293] "young" "young" "middle aged" "young"
## [37297] "Senior citizen" "middle aged" "young" "young"
## [37301] "middle aged" "young" "young" "middle aged"
## [37305] "middle aged" "middle aged" "middle aged" "middle aged"
## [37309] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [37313] "young" "middle aged" "middle aged" "middle aged"
## [37317] "Senior citizen" "young" "Senior citizen" "middle aged"
## [37321] "middle aged" "young" "young" "middle aged"
## [37325] "young" "middle aged" "Senior citizen" "young"
## [37329] "young" "young" "middle aged" "young"
## [37333] "young" "middle aged" "middle aged" "young"
## [37337] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [37341] "middle aged" "Senior citizen" "young" "young"
## [37345] "middle aged" "young" "Senior citizen" "young"
## [37349] "young" "middle aged" "middle aged" "Senior citizen"
## [37353] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [37357] "young" "Senior citizen" "middle aged" "middle aged"
## [37361] "middle aged" "middle aged" "middle aged" "middle aged"
## [37365] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [37369] "young" "young" "middle aged" "Senior citizen"
## [37373] "middle aged" "middle aged" "middle aged" "middle aged"
## [37377] "middle aged" "young" "middle aged" "middle aged"
## [37381] "Senior citizen" "Senior citizen" "young" "Senior citizen"
## [37385] "young" "young" "middle aged" "Senior citizen"
## [37389] "middle aged" "young" "middle aged" "young"
## [37393] "young" "young" "middle aged" "young"
## [37397] "middle aged" "young" "young" "young"
## [37401] "middle aged" "young" "middle aged" "Senior citizen"
## [37405] "middle aged" "middle aged" "young" "Senior citizen"
## [37409] "middle aged" "middle aged" "Senior citizen" "young"
## [37413] "middle aged" "middle aged" "young" "young"
## [37417] "middle aged" "middle aged" "young" "young"
## [37421] "young" "young" "middle aged" "middle aged"
## [37425] "middle aged" "Senior citizen" "middle aged" "Senior citizen"
## [37429] "middle aged" "young" "young" "young"
## [37433] "middle aged" "middle aged" "young" "young"
## [37437] "middle aged" "young" "young" "middle aged"
## [37441] "middle aged" "young" "Senior citizen" "Senior citizen"
## [37445] "young" "young" "middle aged" "middle aged"
## [37449] "middle aged" "middle aged" "middle aged" "young"
## [37453] "young" "middle aged" "Senior citizen" "Senior citizen"
## [37457] "young" "young" "young" "middle aged"
## [37461] "young" "young" "middle aged" "young"
## [37465] "young" "young" "middle aged" "young"
## [37469] "middle aged" "middle aged" "young" "middle aged"
## [37473] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [37477] "middle aged" "young" "young" "Senior citizen"
## [37481] "middle aged" "middle aged" "Senior citizen" "young"
## [37485] "middle aged" "middle aged" "middle aged" "young"
## [37489] "young" "middle aged" "young" "young"
## [37493] "middle aged" "Senior citizen" "middle aged" "young"
## [37497] "young" "young" "middle aged" "young"
## [37501] "young" "young" "young" "young"
## [37505] "middle aged" "Senior citizen" "Senior citizen" "middle aged"
## [37509] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [37513] "Senior citizen" "middle aged" "young" "young"
## [37517] "young" "middle aged" "middle aged" "middle aged"
## [37521] "middle aged" "middle aged" "young" "young"
## [37525] "middle aged" "Senior citizen" "middle aged" "young"
## [37529] "young" "middle aged" "Senior citizen" "young"
## [37533] "Senior citizen" "young" "young" "middle aged"
## [37537] "middle aged" "middle aged" "young" "young"
## [37541] "young" "middle aged" "Senior citizen" "middle aged"
## [37545] "Senior citizen" "Senior citizen" "middle aged" "middle aged"
## [37549] "young" "middle aged" "middle aged" "Senior citizen"
## [37553] "young" "young" "young" "middle aged"
## [37557] "middle aged" "middle aged" "young" "middle aged"
## [37561] "young" "young" "middle aged" "young"
## [37565] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [37569] "Senior citizen" "young" "Senior citizen" "young"
## [37573] "middle aged" "middle aged" "young" "middle aged"
## [37577] "young" "middle aged" "young" "young"
## [37581] "young" "Senior citizen" "young" "middle aged"
## [37585] "young" "Senior citizen" "Senior citizen" "young"
## [37589] "young" "middle aged" "young" "middle aged"
## [37593] "young" "Senior citizen" "Senior citizen" "Senior citizen"
## [37597] "young" "Senior citizen" "Senior citizen" "young"
## [37601] "middle aged" "Senior citizen" "Senior citizen" "Senior citizen"
## [37605] "Senior citizen" "Senior citizen" "young" "young"
## [37609] "young" "young" "young" "young"
## [37613] "Senior citizen" "young" "young" "young"
## [37617] "young" "young" "young" "middle aged"
## [37621] "middle aged" "young" "young" "young"
## [37625] "middle aged" "middle aged" "young" "young"
## [37629] "young" "young" "young" "young"
## [37633] "young" "middle aged" "young" "Senior citizen"
## [37637] "middle aged" "young" "young" "Senior citizen"
## [37641] "middle aged" "Senior citizen" "young" "Senior citizen"
## [37645] "Senior citizen" "young" "young" "young"
## [37649] "young" "young" "middle aged" "middle aged"
## [37653] "young" "middle aged" "middle aged" "Senior citizen"
## [37657] "young" "middle aged" "middle aged" "middle aged"
## [37661] "young" "Senior citizen" "middle aged" "young"
## [37665] "middle aged" "young" "young" "Senior citizen"
## [37669] "young" "Senior citizen" "Senior citizen" "middle aged"
## [37673] "middle aged" "young" "middle aged" "Senior citizen"
## [37677] "young" "young" "Senior citizen" "Senior citizen"
## [37681] "young" "middle aged" "middle aged" "middle aged"
## [37685] "middle aged" "young" "young" "young"
## [37689] "middle aged" "young" "Senior citizen" "young"
## [37693] "Senior citizen" "Senior citizen" "young" "young"
## [37697] "young" "young" "middle aged" "middle aged"
## [37701] "young" "Senior citizen" "young" "middle aged"
## [37705] "middle aged" "young" "Senior citizen" "middle aged"
## [37709] "young" "young" "middle aged" "middle aged"
## [37713] "Senior citizen" "young" "middle aged" "Senior citizen"
## [37717] "Senior citizen" "young" "young" "young"
## [37721] "young" "middle aged" "young" "young"
## [37725] "middle aged" "young" "young" "young"
## [37729] "young" "young" "middle aged" "middle aged"
## [37733] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
## [37737] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
## [37741] "middle aged" "middle aged" "Senior citizen" "Senior citizen"
## [37745] "middle aged" "middle aged" "middle aged" "young"
## [37749] "young" "young" "young" "young"
## [37753] "young" "middle aged" "middle aged" "Senior citizen"
## [37757] "Senior citizen" "young" "middle aged" "Senior citizen"
## [37761] "middle aged" "middle aged" "Senior citizen" "young"
## [37765] "young" "Senior citizen" "young" "middle aged"
## [37769] "young" "Senior citizen" "middle aged" "middle aged"
## [37773] "Senior citizen" "Senior citizen" "middle aged" "Senior citizen"
## [37777] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [37781] "middle aged" "middle aged" "young" "Senior citizen"
## [37785] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [37789] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [37793] "middle aged" "middle aged" "Senior citizen" "Senior citizen"
## [37797] "Senior citizen" "Senior citizen" "middle aged" "middle aged"
## [37801] "Senior citizen" "middle aged" "Senior citizen" "Senior citizen"
## [37805] "middle aged" "middle aged" "middle aged" "middle aged"
## [37809] "middle aged" "middle aged" "Senior citizen" "young"
## [37813] "middle aged" "middle aged" "middle aged" "middle aged"
## [37817] "middle aged" "young" "Senior citizen" "Senior citizen"
## [37821] "Senior citizen" "middle aged" "middle aged" "young"
## [37825] "young" "Senior citizen" "Senior citizen" "middle aged"
## [37829] "middle aged" "middle aged" "middle aged" "middle aged"
## [37833] "middle aged" "middle aged" "young" "middle aged"
## [37837] "young" "middle aged" "middle aged" "middle aged"
## [37841] "middle aged" "young" "young" "young"
## [37845] "young" "young" "young" "young"
## [37849] "young" "young" "young" "middle aged"
## [37853] "young" "middle aged" "young" "Senior citizen"
## [37857] "middle aged" "young" "young" "middle aged"
## [37861] "young" "Senior citizen" "middle aged" "young"
## [37865] "middle aged" "middle aged" "young" "middle aged"
## [37869] "Senior citizen" "middle aged" "Senior citizen" "middle aged"
## [37873] "middle aged" "Senior citizen" "middle aged" "young"
## [37877] "young" "middle aged" "middle aged" "middle aged"
## [37881] "middle aged" "young" "young" "middle aged"
## [37885] "Senior citizen" "young" "young" "middle aged"
## [37889] "young" "middle aged" "middle aged" "young"
## [37893] "middle aged" "middle aged" "middle aged" "middle aged"
## [37897] "young" "middle aged" "middle aged" "young"
## [37901] "young" "middle aged" "middle aged" "young"
## [37905] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [37909] "middle aged" "young" "middle aged" "young"
## [37913] "Senior citizen" "middle aged" "young" "Senior citizen"
## [37917] "young" "young" "young" "young"
## [37921] "Senior citizen" "Senior citizen" "young" "middle aged"
## [37925] "Senior citizen" "Senior citizen" "middle aged" "middle aged"
## [37929] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [37933] "young" "young" "young" "Senior citizen"
## [37937] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [37941] "middle aged" "middle aged" "middle aged" "young"
## [37945] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [37949] "middle aged" "young" "middle aged" "Senior citizen"
## [37953] "Senior citizen" "middle aged" "Senior citizen" "young"
## [37957] "young" "young" "Senior citizen" "Senior citizen"
## [37961] "middle aged" "middle aged" "middle aged" "middle aged"
## [37965] "middle aged" "young" "middle aged" "young"
## [37969] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [37973] "middle aged" "middle aged" "young" "middle aged"
## [37977] "middle aged" "middle aged" "middle aged" "young"
## [37981] "young" "middle aged" "middle aged" "middle aged"
## [37985] "middle aged" "Senior citizen" "young" "middle aged"
## [37989] "young" "middle aged" "middle aged" "middle aged"
## [37993] "young" "Senior citizen" "young" "middle aged"
## [37997] "middle aged" "Senior citizen" "Senior citizen" "Senior citizen"
## [38001] "middle aged" "young" "young" "Senior citizen"
## [38005] "middle aged" "Senior citizen" "young" "Senior citizen"
## [38009] "middle aged" "young" "young" "middle aged"
## [38013] "young" "middle aged" "young" "Senior citizen"
## [38017] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [38021] "Senior citizen" "middle aged" "Senior citizen" "Senior citizen"
## [38025] "young" "young" "middle aged" "young"
## [38029] "Senior citizen" "young" "middle aged" "young"
## [38033] "Senior citizen" "Senior citizen" "middle aged" "middle aged"
## [38037] "middle aged" "young" "middle aged" "middle aged"
## [38041] "middle aged" "young" "Senior citizen" "Senior citizen"
## [38045] "middle aged" "Senior citizen" "young" "middle aged"
## [38049] "middle aged" "middle aged" "middle aged" "middle aged"
## [38053] "Senior citizen" "young" "Senior citizen" "middle aged"
## [38057] "middle aged" "young" "middle aged" "Senior citizen"
## [38061] "Senior citizen" "young" "middle aged" "middle aged"
## [38065] "young" "Senior citizen" "middle aged" "middle aged"
## [38069] "middle aged" "Senior citizen" "Senior citizen" "Senior citizen"
## [38073] "middle aged" "middle aged" "Senior citizen" "young"
## [38077] "young" "young" "young" "middle aged"
## [38081] "young" "Senior citizen" "young" "middle aged"
## [38085] "middle aged" "Senior citizen" "Senior citizen" "middle aged"
## [38089] "Senior citizen" "middle aged" "young" "young"
## [38093] "middle aged" "middle aged" "young" "middle aged"
## [38097] "middle aged" "Senior citizen" "middle aged" "young"
## [38101] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [38105] "middle aged" "middle aged" "middle aged" "middle aged"
## [38109] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [38113] "middle aged" "middle aged" "young" "young"
## [38117] "middle aged" "Senior citizen" "middle aged" "Senior citizen"
## [38121] "Senior citizen" "young" "middle aged" "middle aged"
## [38125] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
## [38129] "Senior citizen" "Senior citizen" "Senior citizen" "young"
## [38133] "middle aged" "middle aged" "Senior citizen" "Senior citizen"
## [38137] "Senior citizen" "Senior citizen" "young" "Senior citizen"
## [38141] "middle aged" "middle aged" "middle aged" "young"
## [38145] "Senior citizen" "Senior citizen" "middle aged" "middle aged"
## [38149] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [38153] "middle aged" "middle aged" "middle aged" "middle aged"
## [38157] "middle aged" "young" "middle aged" "middle aged"
## [38161] "middle aged" "Senior citizen" "Senior citizen" "middle aged"
## [38165] "middle aged" "middle aged" "Senior citizen" "young"
## [38169] "middle aged" "Senior citizen" "young" "middle aged"
## [38173] "middle aged" "young" "middle aged" "Senior citizen"
## [38177] "young" "middle aged" "Senior citizen" "Senior citizen"
## [38181] "young" "Senior citizen" "young" "Senior citizen"
## [38185] "Senior citizen" "middle aged" "Senior citizen" "middle aged"
## [38189] "middle aged" "middle aged" "Senior citizen" "Senior citizen"
## [38193] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
## [38197] "middle aged" "young" "middle aged" "middle aged"
## [38201] "middle aged" "middle aged" "Senior citizen" "young"
## [38205] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [38209] "young" "middle aged" "middle aged" "Senior citizen"
## [38213] "middle aged" "middle aged" "middle aged" "middle aged"
## [38217] "middle aged" "middle aged" "middle aged" "middle aged"
## [38221] "young" "Senior citizen" "Senior citizen" "middle aged"
## [38225] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [38229] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [38233] "middle aged" "Senior citizen" "middle aged" "young"
## [38237] "middle aged" "middle aged" "middle aged" "middle aged"
## [38241] "middle aged" "Senior citizen" "middle aged" "young"
## [38245] "middle aged" "young" "Senior citizen" "Senior citizen"
## [38249] "middle aged" "young" "middle aged" "middle aged"
## [38253] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
## [38257] "young" "young" "middle aged" "young"
## [38261] "Senior citizen" "middle aged" "young" "middle aged"
## [38265] "middle aged" "middle aged" "middle aged" "middle aged"
## [38269] "young" "young" "young" "young"
## [38273] "young" "middle aged" "young" "young"
## [38277] "middle aged" "young" "middle aged" "Senior citizen"
## [38281] "middle aged" "Senior citizen" "young" "young"
## [38285] "young" "middle aged" "Senior citizen" "middle aged"
## [38289] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [38293] "middle aged" "middle aged" "middle aged" "middle aged"
## [38297] "young" "young" "middle aged" "middle aged"
## [38301] "young" "middle aged" "middle aged" "middle aged"
## [38305] "young" "young" "young" "middle aged"
## [38309] "young" "Senior citizen" "middle aged" "middle aged"
## [38313] "middle aged" "young" "Senior citizen" "middle aged"
## [38317] "Senior citizen" "middle aged" "middle aged" "young"
## [38321] "young" "middle aged" "Senior citizen" "young"
## [38325] "young" "young" "Senior citizen" "young"
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## [38333] "middle aged" "middle aged" "middle aged" "middle aged"
## [38337] "middle aged" "young" "Senior citizen" "young"
## [38341] "young" "young" "middle aged" "middle aged"
## [38345] "middle aged" "middle aged" "young" "middle aged"
## [38349] "young" "middle aged" "young" "Senior citizen"
## [38353] "young" "middle aged" "young" "middle aged"
## [38357] "middle aged" "middle aged" "Senior citizen" "young"
## [38361] "young" "young" "Senior citizen" "Senior citizen"
## [38365] "Senior citizen" "young" "middle aged" "middle aged"
## [38369] "Senior citizen" "middle aged" "young" "young"
## [38373] "middle aged" "young" "middle aged" "middle aged"
## [38377] "young" "middle aged" "middle aged" "middle aged"
## [38381] "middle aged" "Senior citizen" "middle aged" "Senior citizen"
## [38385] "middle aged" "middle aged" "young" "middle aged"
## [38389] "middle aged" "young" "middle aged" "middle aged"
## [38393] "middle aged" "young" "young" "middle aged"
## [38397] "young" "young" "Senior citizen" "Senior citizen"
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## [38405] "middle aged" "middle aged" "middle aged" "middle aged"
## [38409] "Senior citizen" "young" "Senior citizen" "middle aged"
## [38413] "Senior citizen" "middle aged" "young" "Senior citizen"
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## [38421] "middle aged" "young" "middle aged" "young"
## [38425] "young" "young" "middle aged" "middle aged"
## [38429] "middle aged" "young" "Senior citizen" "middle aged"
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## [38437] "middle aged" "young" "middle aged" "young"
## [38441] "young" "young" "middle aged" "young"
## [38445] "Senior citizen" "young" "Senior citizen" "young"
## [38449] "young" "young" "young" "young"
## [38453] "Senior citizen" "Senior citizen" "middle aged" "Senior citizen"
## [38457] "young" "young" "young" "young"
## [38461] "young" "young" "young" "middle aged"
## [38465] "middle aged" "young" "Senior citizen" "young"
## [38469] "young" "young" "young" "Senior citizen"
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## [38477] "young" "young" "young" "young"
## [38481] "middle aged" "middle aged" "middle aged" "middle aged"
## [38485] "young" "Senior citizen" "Senior citizen" "Senior citizen"
## [38489] "Senior citizen" "young" "middle aged" "Senior citizen"
## [38493] "middle aged" "young" "young" "Senior citizen"
## [38497] "middle aged" "Senior citizen" "young" "young"
## [38501] "young" "young" "middle aged" "Senior citizen"
## [38505] "Senior citizen" "Senior citizen" "Senior citizen" "middle aged"
## [38509] "young" "Senior citizen" "middle aged" "young"
## [38513] "young" "young" "Senior citizen" "young"
## [38517] "young" "Senior citizen" "Senior citizen" "Senior citizen"
## [38521] "Senior citizen" "Senior citizen" "middle aged" "middle aged"
## [38525] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [38529] "middle aged" "middle aged" "Senior citizen" "young"
## [38533] "young" "young" "young" "middle aged"
## [38537] "Senior citizen" "young" "middle aged" "Senior citizen"
## [38541] "middle aged" "young" "young" "middle aged"
## [38545] "young" "Senior citizen" "middle aged" "young"
## [38549] "Senior citizen" "Senior citizen" "young" "young"
## [38553] "middle aged" "middle aged" "young" "young"
## [38557] "Senior citizen" "Senior citizen" "young" "Senior citizen"
## [38561] "young" "Senior citizen" "middle aged" "Senior citizen"
## [38565] "Senior citizen" "middle aged" "middle aged" "Senior citizen"
## [38569] "middle aged" "Senior citizen" "young" "young"
## [38573] "middle aged" "middle aged" "middle aged" "middle aged"
## [38577] "Senior citizen" "Senior citizen" "Senior citizen" "young"
## [38581] "Senior citizen" "young" "Senior citizen" "Senior citizen"
## [38585] "young" "middle aged" "young" "Senior citizen"
## [38589] "Senior citizen" "middle aged" "middle aged" "young"
## [38593] "middle aged" "middle aged" "middle aged" "young"
## [38597] "Senior citizen" "young" "middle aged" "middle aged"
## [38601] "Senior citizen" "young" "middle aged" "young"
## [38605] "middle aged" "middle aged" "middle aged" "middle aged"
## [38609] "middle aged" "young" "young" "Senior citizen"
## [38613] "young" "middle aged" "middle aged" "middle aged"
## [38617] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [38621] "middle aged" "middle aged" "young" "young"
## [38625] "middle aged" "young" "young" "middle aged"
## [38629] "middle aged" "young" "young" "young"
## [38633] "young" "middle aged" "middle aged" "Senior citizen"
## [38637] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [38641] "middle aged" "young" "middle aged" "Senior citizen"
## [38645] "middle aged" "young" "young" "young"
## [38649] "middle aged" "middle aged" "middle aged" "young"
## [38653] "young" "young" "young" "middle aged"
## [38657] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [38661] "middle aged" "middle aged" "middle aged" "middle aged"
## [38665] "young" "young" "young" "young"
## [38669] "young" "middle aged" "middle aged" "Senior citizen"
## [38673] "middle aged" "young" "young" "young"
## [38677] "Senior citizen" "young" "young" "Senior citizen"
## [38681] "young" "middle aged" "middle aged" "young"
## [38685] "young" "middle aged" "middle aged" "middle aged"
## [38689] "Senior citizen" "young" "young" "young"
## [38693] "middle aged" "young" "young" "young"
## [38697] "young" "Senior citizen" "middle aged" "young"
## [38701] "Senior citizen" "young" "young" "Senior citizen"
## [38705] "young" "middle aged" "young" "Senior citizen"
## [38709] "young" "young" "Senior citizen" "Senior citizen"
## [38713] "middle aged" "middle aged" "Senior citizen" "young"
## [38717] "middle aged" "middle aged" "middle aged" "young"
## [38721] "young" "young" "Senior citizen" "young"
## [38725] "middle aged" "middle aged" "Senior citizen" "young"
## [38729] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [38733] "middle aged" "young" "middle aged" "Senior citizen"
## [38737] "middle aged" "middle aged" "middle aged" "middle aged"
## [38741] "Senior citizen" "young" "young" "young"
## [38745] "Senior citizen" "middle aged" "middle aged" "young"
## [38749] "young" "young" "middle aged" "Senior citizen"
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## [38757] "young" "middle aged" "middle aged" "middle aged"
## [38761] "middle aged" "young" "young" "young"
## [38765] "young" "Senior citizen" "middle aged" "Senior citizen"
## [38769] "middle aged" "middle aged" "young" "young"
## [38773] "Senior citizen" "young" "Senior citizen" "young"
## [38777] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [38781] "young" "young" "young" "Senior citizen"
## [38785] "middle aged" "middle aged" "young" "middle aged"
## [38789] "Senior citizen" "young" "middle aged" "Senior citizen"
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## [38797] "young" "Senior citizen" "Senior citizen" "middle aged"
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## [38805] "young" "young" "young" "young"
## [38809] "young" "middle aged" "Senior citizen" "young"
## [38813] "young" "Senior citizen" "middle aged" "Senior citizen"
## [38817] "young" "young" "young" "middle aged"
## [38821] "middle aged" "middle aged" "young" "middle aged"
## [38825] "Senior citizen" "Senior citizen" "young" "young"
## [38829] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [38833] "young" "middle aged" "young" "middle aged"
## [38837] "young" "middle aged" "middle aged" "young"
## [38841] "Senior citizen" "middle aged" "middle aged" "Senior citizen"
## [38845] "Senior citizen" "middle aged" "Senior citizen" "middle aged"
## [38849] "middle aged" "middle aged" "middle aged" "middle aged"
## [38853] "middle aged" "young" "young" "young"
## [38857] "young" "middle aged" "middle aged" "middle aged"
## [38861] "middle aged" "young" "young" "middle aged"
## [38865] "young" "young" "Senior citizen" "Senior citizen"
## [38869] "young" "young" "young" "young"
## [38873] "young" "middle aged" "middle aged" "young"
## [38877] "Senior citizen" "young" "Senior citizen" "young"
## [38881] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [38885] "Senior citizen" "young" "middle aged" "young"
## [38889] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [38893] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [38897] "young" "middle aged" "young" "Senior citizen"
## [38901] "middle aged" "Senior citizen" "young" "middle aged"
## [38905] "middle aged" "young" "young" "Senior citizen"
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## [38913] "middle aged" "young" "young" "middle aged"
## [38917] "middle aged" "young" "middle aged" "middle aged"
## [38921] "young" "Senior citizen" "young" "young"
## [38925] "Senior citizen" "young" "middle aged" "middle aged"
## [38929] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [38933] "young" "middle aged" "middle aged" "young"
## [38937] "Senior citizen" "young" "young" "young"
## [38941] "Senior citizen" "young" "Senior citizen" "Senior citizen"
## [38945] "Senior citizen" "Senior citizen" "Senior citizen" "young"
## [38949] "middle aged" "middle aged" "middle aged" "middle aged"
## [38953] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
## [38957] "young" "Senior citizen" "Senior citizen" "middle aged"
## [38961] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [38965] "young" "middle aged" "middle aged" "Senior citizen"
## [38969] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
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## [38977] "Senior citizen" "young" "middle aged" "young"
## [38981] "Senior citizen" "middle aged" "young" "middle aged"
## [38985] "Senior citizen" "middle aged" "young" "middle aged"
## [38989] "middle aged" "middle aged" "middle aged" "middle aged"
## [38993] "middle aged" "middle aged" "middle aged" "middle aged"
## [38997] "middle aged" "middle aged" "middle aged" "middle aged"
## [39001] "middle aged" "Senior citizen" "middle aged" "middle aged"
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## [39009] "young" "young" "young" "Senior citizen"
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## [39017] "young" "Senior citizen" "Senior citizen" "middle aged"
## [39021] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [39025] "young" "Senior citizen" "Senior citizen" "Senior citizen"
## [39029] "Senior citizen" "Senior citizen" "middle aged" "Senior citizen"
## [39033] "Senior citizen" "Senior citizen" "middle aged" "middle aged"
## [39037] "young" "middle aged" "Senior citizen" "young"
## [39041] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
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## [39049] "middle aged" "Senior citizen" "middle aged" "Senior citizen"
## [39053] "Senior citizen" "middle aged" "Senior citizen" "Senior citizen"
## [39057] "Senior citizen" "young" "Senior citizen" "young"
## [39061] "young" "Senior citizen" "Senior citizen" "middle aged"
## [39065] "young" "young" "middle aged" "young"
## [39069] "young" "middle aged" "middle aged" "middle aged"
## [39073] "young" "young" "middle aged" "young"
## [39077] "young" "young" "young" "middle aged"
## [39081] "young" "young" "young" "middle aged"
## [39085] "young" "young" "Senior citizen" "young"
## [39089] "middle aged" "middle aged" "middle aged" "middle aged"
## [39093] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [39097] "middle aged" "middle aged" "middle aged" "young"
## [39101] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [39105] "middle aged" "middle aged" "middle aged" "young"
## [39109] "middle aged" "Senior citizen" "young" "middle aged"
## [39113] "middle aged" "young" "young" "Senior citizen"
## [39117] "middle aged" "young" "young" "young"
## [39121] "young" "young" "young" "middle aged"
## [39125] "Senior citizen" "middle aged" "young" "middle aged"
## [39129] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [39133] "young" "Senior citizen" "Senior citizen" "Senior citizen"
## [39137] "young" "young" "young" "young"
## [39141] "young" "young" "young" "Senior citizen"
## [39145] "Senior citizen" "middle aged" "young" "young"
## [39149] "young" "young" "middle aged" "young"
## [39153] "young" "young" "middle aged" "middle aged"
## [39157] "young" "middle aged" "middle aged" "middle aged"
## [39161] "young" "middle aged" "middle aged" "middle aged"
## [39165] "young" "middle aged" "young" "middle aged"
## [39169] "young" "young" "middle aged" "middle aged"
## [39173] "middle aged" "young" "middle aged" "young"
## [39177] "Senior citizen" "middle aged" "young" "young"
## [39181] "Senior citizen" "young" "middle aged" "young"
## [39185] "Senior citizen" "young" "Senior citizen" "middle aged"
## [39189] "young" "young" "Senior citizen" "young"
## [39193] "young" "middle aged" "middle aged" "middle aged"
## [39197] "middle aged" "middle aged" "middle aged" "middle aged"
## [39201] "middle aged" "young" "young" "young"
## [39205] "Senior citizen" "young" "middle aged" "middle aged"
## [39209] "young" "middle aged" "middle aged" "young"
## [39213] "middle aged" "middle aged" "young" "Senior citizen"
## [39217] "young" "middle aged" "young" "young"
## [39221] "young" "young" "young" "young"
## [39225] "middle aged" "young" "young" "Senior citizen"
## [39229] "young" "young" "young" "middle aged"
## [39233] "young" "young" "middle aged" "middle aged"
## [39237] "young" "young" "young" "middle aged"
## [39241] "young" "young" "young" "middle aged"
## [39245] "middle aged" "middle aged" "middle aged" "middle aged"
## [39249] "middle aged" "young" "young" "young"
## [39253] "young" "Senior citizen" "young" "young"
## [39257] "middle aged" "young" "young" "young"
## [39261] "young" "Senior citizen" "Senior citizen" "middle aged"
## [39265] "Senior citizen" "middle aged" "young" "young"
## [39269] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [39273] "young" "middle aged" "Senior citizen" "Senior citizen"
## [39277] "young" "young" "Senior citizen" "young"
## [39281] "young" "young" "middle aged" "young"
## [39285] "young" "Senior citizen" "young" "middle aged"
## [39289] "middle aged" "young" "middle aged" "middle aged"
## [39293] "young" "young" "young" "middle aged"
## [39297] "Senior citizen" "young" "Senior citizen" "young"
## [39301] "young" "middle aged" "middle aged" "middle aged"
## [39305] "middle aged" "middle aged" "middle aged" "young"
## [39309] "young" "young" "young" "middle aged"
## [39313] "middle aged" "middle aged" "young" "young"
## [39317] "young" "middle aged" "middle aged" "Senior citizen"
## [39321] "middle aged" "young" "young" "young"
## [39325] "young" "middle aged" "middle aged" "middle aged"
## [39329] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [39333] "Senior citizen" "young" "young" "middle aged"
## [39337] "young" "young" "young" "young"
## [39341] "young" "young" "Senior citizen" "young"
## [39345] "middle aged" "young" "young" "middle aged"
## [39349] "Senior citizen" "Senior citizen" "young" "middle aged"
## [39353] "Senior citizen" "young" "middle aged" "young"
## [39357] "young" "young" "young" "young"
## [39361] "Senior citizen" "young" "middle aged" "middle aged"
## [39365] "middle aged" "middle aged" "middle aged" "middle aged"
## [39369] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [39373] "middle aged" "young" "middle aged" "middle aged"
## [39377] "middle aged" "Senior citizen" "Senior citizen" "middle aged"
## [39381] "young" "middle aged" "young" "young"
## [39385] "young" "middle aged" "Senior citizen" "middle aged"
## [39389] "middle aged" "middle aged" "middle aged" "middle aged"
## [39393] "young" "young" "Senior citizen" "middle aged"
## [39397] "young" "young" "middle aged" "young"
## [39401] "middle aged" "young" "Senior citizen" "young"
## [39405] "middle aged" "young" "young" "middle aged"
## [39409] "young" "Senior citizen" "Senior citizen" "Senior citizen"
## [39413] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [39417] "middle aged" "middle aged" "middle aged" "young"
## [39421] "Senior citizen" "middle aged" "Senior citizen" "middle aged"
## [39425] "middle aged" "middle aged" "middle aged" "young"
## [39429] "middle aged" "Senior citizen" "middle aged" "young"
## [39433] "middle aged" "middle aged" "middle aged" "young"
## [39437] "middle aged" "middle aged" "middle aged" "young"
## [39441] "middle aged" "Senior citizen" "young" "young"
## [39445] "Senior citizen" "middle aged" "young" "young"
## [39449] "middle aged" "middle aged" "middle aged" "middle aged"
## [39453] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [39457] "middle aged" "middle aged" "middle aged" "young"
## [39461] "middle aged" "Senior citizen" "middle aged" "Senior citizen"
## [39465] "middle aged" "middle aged" "Senior citizen" "young"
## [39469] "young" "young" "middle aged" "Senior citizen"
## [39473] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
## [39477] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
## [39481] "Senior citizen" "middle aged" "Senior citizen" "middle aged"
## [39485] "Senior citizen" "middle aged" "Senior citizen" "Senior citizen"
## [39489] "Senior citizen" "Senior citizen" "middle aged" "middle aged"
## [39493] "middle aged" "Senior citizen" "middle aged" "Senior citizen"
## [39497] "middle aged" "middle aged" "Senior citizen" "young"
## [39501] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [39505] "Senior citizen" "young" "young" "Senior citizen"
## [39509] "Senior citizen" "young" "middle aged" "middle aged"
## [39513] "young" "young" "middle aged" "young"
## [39517] "young" "young" "middle aged" "young"
## [39521] "Senior citizen" "young" "Senior citizen" "young"
## [39525] "young" "young" "middle aged" "young"
## [39529] "young" "young" "middle aged" "young"
## [39533] "young" "middle aged" "young" "middle aged"
## [39537] "young" "middle aged" "middle aged" "young"
## [39541] "young" "middle aged" "middle aged" "young"
## [39545] "young" "middle aged" "Senior citizen" "young"
## [39549] "middle aged" "middle aged" "young" "middle aged"
## [39553] "young" "middle aged" "middle aged" "young"
## [39557] "middle aged" "young" "middle aged" "young"
## [39561] "young" "middle aged" "middle aged" "young"
## [39565] "young" "young" "young" "young"
## [39569] "middle aged" "middle aged" "middle aged" "young"
## [39573] "young" "young" "middle aged" "young"
## [39577] "young" "Senior citizen" "Senior citizen" "middle aged"
## [39581] "middle aged" "young" "middle aged" "young"
## [39585] "young" "middle aged" "young" "middle aged"
## [39589] "young" "young" "young" "young"
## [39593] "middle aged" "young" "young" "young"
## [39597] "middle aged" "young" "young" "middle aged"
## [39601] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [39605] "young" "middle aged" "middle aged" "middle aged"
## [39609] "middle aged" "young" "young" "middle aged"
## [39613] "Senior citizen" "young" "Senior citizen" "middle aged"
## [39617] "middle aged" "young" "middle aged" "young"
## [39621] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [39625] "young" "Senior citizen" "young" "middle aged"
## [39629] "middle aged" "middle aged" "middle aged" "middle aged"
## [39633] "young" "young" "middle aged" "middle aged"
## [39637] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [39641] "Senior citizen" "middle aged" "Senior citizen" "middle aged"
## [39645] "middle aged" "middle aged" "middle aged" "young"
## [39649] "Senior citizen" "middle aged" "Senior citizen" "young"
## [39653] "middle aged" "young" "middle aged" "Senior citizen"
## [39657] "middle aged" "young" "middle aged" "young"
## [39661] "young" "middle aged" "Senior citizen" "middle aged"
## [39665] "middle aged" "young" "Senior citizen" "young"
## [39669] "middle aged" "middle aged" "young" "middle aged"
## [39673] "young" "middle aged" "Senior citizen" "young"
## [39677] "Senior citizen" "Senior citizen" "Senior citizen" "young"
## [39681] "middle aged" "young" "Senior citizen" "young"
## [39685] "Senior citizen" "young" "young" "middle aged"
## [39689] "Senior citizen" "young" "Senior citizen" "young"
## [39693] "Senior citizen" "middle aged" "middle aged" "young"
## [39697] "middle aged" "young" "Senior citizen" "Senior citizen"
## [39701] "middle aged" "middle aged" "middle aged" "young"
## [39705] "middle aged" "young" "young" "middle aged"
## [39709] "young" "young" "young" "Senior citizen"
## [39713] "middle aged" "young" "young" "young"
## [39717] "middle aged" "young" "young" "Senior citizen"
## [39721] "middle aged" "middle aged" "Senior citizen" "young"
## [39725] "Senior citizen" "middle aged" "young" "young"
## [39729] "middle aged" "middle aged" "Senior citizen" "young"
## [39733] "middle aged" "Senior citizen" "Senior citizen" "Senior citizen"
## [39737] "young" "Senior citizen" "young" "young"
## [39741] "Senior citizen" "young" "Senior citizen" "middle aged"
## [39745] "middle aged" "middle aged" "middle aged" "middle aged"
## [39749] "middle aged" "middle aged" "young" "middle aged"
## [39753] "Senior citizen" "middle aged" "middle aged" "Senior citizen"
## [39757] "young" "middle aged" "young" "young"
## [39761] "young" "young" "Senior citizen" "young"
## [39765] "young" "young" "Senior citizen" "young"
## [39769] "Senior citizen" "young" "middle aged" "young"
## [39773] "middle aged" "young" "young" "middle aged"
## [39777] "young" "young" "middle aged" "middle aged"
## [39781] "middle aged" "middle aged" "young" "young"
## [39785] "young" "young" "Senior citizen" "young"
## [39789] "young" "middle aged" "young" "young"
## [39793] "young" "middle aged" "young" "Senior citizen"
## [39797] "middle aged" "middle aged" "young" "middle aged"
## [39801] "middle aged" "young" "young" "middle aged"
## [39805] "young" "young" "young" "young"
## [39809] "young" "young" "middle aged" "middle aged"
## [39813] "middle aged" "middle aged" "young" "young"
## [39817] "middle aged" "middle aged" "young" "middle aged"
## [39821] "middle aged" "middle aged" "middle aged" "young"
## [39825] "young" "young" "middle aged" "young"
## [39829] "young" "young" "young" "middle aged"
## [39833] "middle aged" "young" "middle aged" "young"
## [39837] "young" "young" "young" "young"
## [39841] "middle aged" "middle aged" "middle aged" "middle aged"
## [39845] "middle aged" "young" "middle aged" "Senior citizen"
## [39849] "young" "young" "middle aged" "young"
## [39853] "middle aged" "middle aged" "middle aged" "middle aged"
## [39857] "middle aged" "young" "young" "middle aged"
## [39861] "middle aged" "young" "young" "young"
## [39865] "young" "young" "young" "young"
## [39869] "middle aged" "Senior citizen" "young" "young"
## [39873] "young" "middle aged" "middle aged" "young"
## [39877] "young" "middle aged" "young" "young"
## [39881] "young" "young" "middle aged" "young"
## [39885] "young" "middle aged" "middle aged" "young"
## [39889] "young" "young" "Senior citizen" "young"
## [39893] "Senior citizen" "Senior citizen" "young" "young"
## [39897] "Senior citizen" "Senior citizen" "middle aged" "young"
## [39901] "young" "young" "young" "young"
## [39905] "young" "middle aged" "middle aged" "young"
## [39909] "middle aged" "young" "middle aged" "middle aged"
## [39913] "middle aged" "middle aged" "middle aged" "middle aged"
## [39917] "middle aged" "middle aged" "middle aged" "young"
## [39921] "young" "young" "middle aged" "Senior citizen"
## [39925] "young" "middle aged" "middle aged" "middle aged"
## [39929] "young" "middle aged" "young" "middle aged"
## [39933] "Senior citizen" "young" "young" "young"
## [39937] "young" "middle aged" "middle aged" "Senior citizen"
## [39941] "middle aged" "young" "young" "young"
## [39945] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [39949] "middle aged" "Senior citizen" "young" "middle aged"
## [39953] "young" "middle aged" "middle aged" "middle aged"
## [39957] "young" "middle aged" "middle aged" "young"
## [39961] "young" "young" "middle aged" "middle aged"
## [39965] "Senior citizen" "middle aged" "middle aged" "Senior citizen"
## [39969] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [39973] "young" "middle aged" "Senior citizen" "Senior citizen"
## [39977] "middle aged" "Senior citizen" "young" "young"
## [39981] "young" "middle aged" "young" "middle aged"
## [39985] "middle aged" "young" "young" "young"
## [39989] "young" "young" "young" "young"
## [39993] "young" "young" "middle aged" "young"
## [39997] "young" "young" "young" "middle aged"
## [40001] "young" "Senior citizen" "young" "young"
## [40005] "young" "Senior citizen" "young" "middle aged"
## [40009] "young" "middle aged" "middle aged" "middle aged"
## [40013] "young" "young" "Senior citizen" "middle aged"
## [40017] "young" "middle aged" "young" "middle aged"
## [40021] "middle aged" "young" "middle aged" "young"
## [40025] "middle aged" "middle aged" "middle aged" "young"
## [40029] "young" "middle aged" "middle aged" "middle aged"
## [40033] "middle aged" "young" "young" "young"
## [40037] "middle aged" "young" "middle aged" "young"
## [40041] "young" "young" "middle aged" "middle aged"
## [40045] "young" "Senior citizen" "young" "middle aged"
## [40049] "middle aged" "middle aged" "Senior citizen" "young"
## [40053] "middle aged" "middle aged" "young" "middle aged"
## [40057] "middle aged" "young" "middle aged" "middle aged"
## [40061] "Senior citizen" "young" "middle aged" "young"
## [40065] "young" "young" "young" "young"
## [40069] "young" "middle aged" "middle aged" "young"
## [40073] "middle aged" "young" "young" "young"
## [40077] "Senior citizen" "young" "Senior citizen" "young"
## [40081] "Senior citizen" "Senior citizen" "young" "middle aged"
## [40085] "young" "Senior citizen" "young" "young"
## [40089] "young" "young" "middle aged" "middle aged"
## [40093] "middle aged" "middle aged" "middle aged" "young"
## [40097] "Senior citizen" "middle aged" "Senior citizen" "Senior citizen"
## [40101] "Senior citizen" "young" "young" "young"
## [40105] "young" "middle aged" "young" "young"
## [40109] "Senior citizen" "Senior citizen" "young" "young"
## [40113] "young" "young" "Senior citizen" "young"
## [40117] "young" "Senior citizen" "young" "Senior citizen"
## [40121] "Senior citizen" "Senior citizen" "young" "young"
## [40125] "young" "young" "middle aged" "middle aged"
## [40129] "young" "Senior citizen" "young" "middle aged"
## [40133] "young" "young" "middle aged" "young"
## [40137] "young" "young" "middle aged" "middle aged"
## [40141] "young" "young" "Senior citizen" "young"
## [40145] "young" "middle aged" "middle aged" "young"
## [40149] "young" "Senior citizen" "middle aged" "young"
## [40153] "young" "middle aged" "middle aged" "middle aged"
## [40157] "young" "young" "young" "young"
## [40161] "young" "young" "Senior citizen" "Senior citizen"
## [40165] "middle aged" "young" "young" "young"
## [40169] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [40173] "young" "young" "young" "middle aged"
## [40177] "young" "Senior citizen" "middle aged" "young"
## [40181] "middle aged" "young" "young" "young"
## [40185] "young" "young" "middle aged" "middle aged"
## [40189] "middle aged" "young" "middle aged" "young"
## [40193] "middle aged" "middle aged" "Senior citizen" "Senior citizen"
## [40197] "Senior citizen" "Senior citizen" "middle aged" "middle aged"
## [40201] "Senior citizen" "Senior citizen" "young" "young"
## [40205] "young" "young" "Senior citizen" "young"
## [40209] "middle aged" "young" "young" "middle aged"
## [40213] "Senior citizen" "young" "middle aged" "middle aged"
## [40217] "Senior citizen" "young" "Senior citizen" "Senior citizen"
## [40221] "Senior citizen" "middle aged" "young" "young"
## [40225] "Senior citizen" "middle aged" "young" "middle aged"
## [40229] "Senior citizen" "middle aged" "middle aged" "young"
## [40233] "young" "young" "Senior citizen" "young"
## [40237] "middle aged" "middle aged" "young" "middle aged"
## [40241] "middle aged" "young" "young" "young"
## [40245] "middle aged" "young" "young" "Senior citizen"
## [40249] "young" "middle aged" "middle aged" "Senior citizen"
## [40253] "young" "young" "middle aged" "young"
## [40257] "young" "middle aged" "Senior citizen" "Senior citizen"
## [40261] "Senior citizen" "young" "Senior citizen" "young"
## [40265] "young" "young" "middle aged" "young"
## [40269] "young" "young" "middle aged" "young"
## [40273] "middle aged" "Senior citizen" "young" "middle aged"
## [40277] "Senior citizen" "Senior citizen" "young" "young"
## [40281] "middle aged" "young" "Senior citizen" "middle aged"
## [40285] "middle aged" "middle aged" "middle aged" "young"
## [40289] "Senior citizen" "Senior citizen" "young" "Senior citizen"
## [40293] "young" "middle aged" "middle aged" "young"
## [40297] "middle aged" "Senior citizen" "young" "middle aged"
## [40301] "Senior citizen" "young" "young" "middle aged"
## [40305] "middle aged" "young" "young" "young"
## [40309] "middle aged" "middle aged" "middle aged" "middle aged"
## [40313] "Senior citizen" "middle aged" "middle aged" "middle aged"
## [40317] "young" "middle aged" "Senior citizen" "middle aged"
## [40321] "middle aged" "young" "young" "young"
## [40325] "young" "middle aged" "Senior citizen" "young"
## [40329] "middle aged" "young" "middle aged" "Senior citizen"
## [40333] "young" "middle aged" "young" "Senior citizen"
## [40337] "Senior citizen" "young" "middle aged" "young"
## [40341] "young" "middle aged" "young" "young"
## [40345] "Senior citizen" "young" "young" "Senior citizen"
## [40349] "middle aged" "young" "young" "young"
## [40353] "middle aged" "young" "young" "middle aged"
## [40357] "Senior citizen" "young" "young" "middle aged"
## [40361] "middle aged" "young" "middle aged" "middle aged"
## [40365] "young" "young" "Senior citizen" "middle aged"
## [40369] "young" "young" "middle aged" "young"
## [40373] "young" "young" "middle aged" "middle aged"
## [40377] "young" "young" "young" "young"
## [40381] "middle aged" "middle aged" "young" "young"
## [40385] "middle aged" "young" "middle aged" "middle aged"
## [40389] "middle aged" "young" "middle aged" "young"
## [40393] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [40397] "middle aged" "young" "middle aged" "young"
## [40401] "Senior citizen" "young" "middle aged" "young"
## [40405] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [40409] "Senior citizen" "middle aged" "young" "middle aged"
## [40413] "Senior citizen" "middle aged" "Senior citizen" "young"
## [40417] "middle aged" "young" "middle aged" "middle aged"
## [40421] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [40425] "young" "young" "young" "Senior citizen"
## [40429] "Senior citizen" "young" "young" "young"
## [40433] "young" "young" "middle aged" "middle aged"
## [40437] "middle aged" "Senior citizen" "middle aged" "young"
## [40441] "middle aged" "young" "young" "middle aged"
## [40445] "middle aged" "Senior citizen" "middle aged" "young"
## [40449] "middle aged" "young" "Senior citizen" "young"
## [40453] "middle aged" "young" "Senior citizen" "young"
## [40457] "middle aged" "young" "Senior citizen" "young"
## [40461] "young" "middle aged" "Senior citizen" "middle aged"
## [40465] "young" "Senior citizen" "young" "middle aged"
## [40469] "Senior citizen" "Senior citizen" "Senior citizen" "middle aged"
## [40473] "middle aged" "Senior citizen" "middle aged" "middle aged"
## [40477] "middle aged" "Senior citizen" "Senior citizen" "Senior citizen"
## [40481] "middle aged" "Senior citizen" "young" "middle aged"
## [40485] "Senior citizen" "young" "Senior citizen" "young"
## [40489] "Senior citizen" "young" "young" "middle aged"
## [40493] "middle aged" "young" "middle aged" "middle aged"
## [40497] "middle aged" "middle aged" "middle aged" "young"
## [40501] "young" "middle aged" "young" "middle aged"
## [40505] "middle aged" "middle aged" "young" "Senior citizen"
## [40509] "young" "young" "young" "middle aged"
## [40513] "young" "middle aged" "young" "middle aged"
## [40517] "young" "middle aged" "young" "middle aged"
## [40521] "middle aged" "middle aged" "middle aged" "young"
## [40525] "young" "young" "middle aged" "middle aged"
## [40529] "young" "Senior citizen" "young" "young"
## [40533] "young" "young" "young" "middle aged"
## [40537] "middle aged" "young" "middle aged" "young"
## [40541] "young" "young" "young" "young"
## [40545] "young" "young" "Senior citizen" "Senior citizen"
## [40549] "middle aged" "middle aged" "young" "middle aged"
## [40553] "young" "Senior citizen" "Senior citizen" "young"
## [40557] "Senior citizen" "young" "middle aged" "young"
## [40561] "young" "Senior citizen" "Senior citizen" "middle aged"
## [40565] "middle aged" "young" "young" "middle aged"
## [40569] "Senior citizen" "young" "young" "young"
## [40573] "middle aged" "young" "middle aged" "Senior citizen"
## [40577] "young" "Senior citizen" "young" "middle aged"
## [40581] "middle aged" "middle aged" "young" "middle aged"
## [40585] "middle aged" "middle aged" "Senior citizen" "young"
## [40589] "middle aged" "middle aged" "middle aged" "middle aged"
## [40593] "Senior citizen" "young" "Senior citizen" "young"
## [40597] "young" "middle aged" "middle aged" "Senior citizen"
## [40601] "middle aged" "middle aged" "middle aged" "middle aged"
## [40605] "young" "young" "young" "young"
## [40609] "middle aged" "middle aged" "young" "Senior citizen"
## [40613] "middle aged" "young" "young" "young"
## [40617] "young" "young" "young" "middle aged"
## [40621] "middle aged" "Senior citizen" "middle aged" "young"
## [40625] "Senior citizen" "young" "middle aged" "young"
## [40629] "young" "young" "young" "Senior citizen"
## [40633] "young" "middle aged" "young" "middle aged"
## [40637] "Senior citizen" "Senior citizen" "Senior citizen" "Senior citizen"
## [40641] "middle aged" "middle aged" "Senior citizen" "young"
## [40645] "middle aged" "middle aged" "middle aged" "young"
## [40649] "young" "middle aged" "Senior citizen" "Senior citizen"
## [40653] "middle aged" "middle aged" "middle aged" "middle aged"
## [40657] "Senior citizen" "middle aged" "young" "middle aged"
## [40661] "young" "young" "young" "young"
## [40665] "young" "middle aged" "young" "Senior citizen"
## [40669] "middle aged" "Senior citizen" "young" "Senior citizen"
## [40673] "middle aged" "middle aged" "young" "young"
## [40677] "middle aged" "young" "middle aged" "middle aged"
## [40681] "young" "Senior citizen" "young" "young"
## [40685] "young" "middle aged" "Senior citizen" "middle aged"
## [40689] "young" "young" "Senior citizen" "young"
## [40693] "middle aged" "young" "young" "young"
## [40697] "young" "Senior citizen" "young" "young"
## [40701] "young" "young" "Senior citizen" "Senior citizen"
## [40705] "young" "young" "young" "young"
## [40709] "middle aged" "middle aged" "young" "young"
## [40713] "young" "young" "Senior citizen" "middle aged"
## [40717] "Senior citizen" "young" "Senior citizen" "young"
## [40721] "young" "young" "young" "middle aged"
## [40725] "Senior citizen" "young" "young" "Senior citizen"
## [40729] "young" "middle aged" "Senior citizen" "young"
## [40733] "middle aged" "young" "young" "Senior citizen"
## [40737] "middle aged" "middle aged" "middle aged" "young"
## [40741] "young" "young" "young" "middle aged"
## [40745] "young" "young" "middle aged" "middle aged"
## [40749] "Senior citizen" "young" "middle aged" "young"
## [40753] "young" "young" "young" "middle aged"
## [40757] "Senior citizen" "young" "young" "young"
## [40761] "middle aged" "young" "young" "young"
## [40765] "middle aged" "young" "young" "young"
## [40769] "young" "middle aged" "middle aged" "young"
## [40773] "young" "young" "young" "young"
## [40777] "middle aged" "middle aged" "middle aged" "middle aged"
## [40781] "middle aged" "young" "young" "young"
## [40785] "young" "young" "middle aged" "young"
## [40789] "middle aged" "young" "middle aged" "young"
## [40793] "young" "young" "young" "young"
## [40797] "young" "middle aged" "middle aged" "young"
## [40801] "young" "middle aged" "young" "young"
## [40805] "middle aged" "young" "middle aged" "middle aged"
## [40809] "middle aged" "young" "young" "young"
## [40813] "young" "middle aged" "young" "young"
## [40817] "young" "middle aged" "young" "young"
## [40821] "young" "young" "young" "young"
## [40825] "young" "Senior citizen" "middle aged" "young"
## [40829] "young" "young" "middle aged" "young"
## [40833] "young" "young" "young" "young"
## [40837] "young" "young" "young" "middle aged"
## [40841] "young" "young" "young" "young"
## [40845] "young" "young" "young" "middle aged"
## [40849] "middle aged" "middle aged" "young" "middle aged"
## [40853] "young" "middle aged" "middle aged" "middle aged"
## [40857] "middle aged" "young" "middle aged" "young"
## [40861] "young" "middle aged" "young" "young"
## [40865] "middle aged" "middle aged" "young" "young"
## [40869] "young" "young" "middle aged" "young"
## [40873] "young" "young" "middle aged" "middle aged"
## [40877] "young" "young" "young" "Senior citizen"
## [40881] "young" "Senior citizen" "middle aged" "Senior citizen"
## [40885] "middle aged" "young" "Senior citizen" "young"
## [40889] "Senior citizen" "Senior citizen" "young" "young"
## [40893] "middle aged" "young" "middle aged" "Senior citizen"
## [40897] "young" "young" "middle aged" "middle aged"
## [40901] "Senior citizen" "middle aged" "young" "young"
## [40905] "middle aged" "middle aged" "young" "middle aged"
## [40909] "young" "young" "young" "young"
## [40913] "young" "Senior citizen" "young" "Senior citizen"
## [40917] "young" "young" "young" "young"
## [40921] "middle aged" "Senior citizen" "Senior citizen" "young"
## [40925] "young" "young" "young" "young"
## [40929] "young" "young" "young" "young"
## [40933] "young" "Senior citizen" "young" "young"
## [40937] "young" "young" "middle aged" "young"
## [40941] "middle aged" "Senior citizen" "Senior citizen" "middle aged"
## [40945] "middle aged" "middle aged" "Senior citizen" "Senior citizen"
## [40949] "young" "middle aged" "Senior citizen" "Senior citizen"
## [40953] "middle aged" "middle aged" "middle aged" "Senior citizen"
## [40957] "middle aged" "middle aged" "Senior citizen" "middle aged"
## [40961] "middle aged" "middle aged" "middle aged" "middle aged"
## [40965] "middle aged" "Senior citizen" "Senior citizen" "young"
## [40969] "Senior citizen" "Senior citizen" "young" "Senior citizen"
## [40973] "young" "Senior citizen" "middle aged" "middle aged"
## [40977] "middle aged" "middle aged" "middle aged" "middle aged"
## [40981] "young" "Senior citizen" "Senior citizen" "Senior citizen"
## [40985] "middle aged" "middle aged" "Senior citizen" "Senior citizen"
## [40989] "middle aged" "young" "young" "Senior citizen"
## [40993] "middle aged" "middle aged" "middle aged" "middle aged"
## [40997] "Senior citizen" "young" "young" "Senior citizen"
## [41001] "middle aged" "middle aged" "middle aged" "middle aged"
## [41005] "Senior citizen" "Senior citizen" "middle aged" "middle aged"
## [41009] "young" "young" "young" "middle aged"
## [41013] "Senior citizen" "young" "young" "young"
## [41017] "middle aged" "middle aged" "young" "young"
## [41021] "young" "young" "young" "young"
## [41025] "middle aged" "young" "Senior citizen" "middle aged"
## [41029] "young" "middle aged" "young" "young"
## [41033] "middle aged" "young" "young" "young"
## [41037] "middle aged" "young" "young" "young"
## [41041] "young" "middle aged" "young" "middle aged"
## [41045] "Senior citizen" "young" "Senior citizen" "Senior citizen"
## [41049] "young" "young" "young" "young"
## [41053] "Senior citizen" "young" "young" "young"
## [41057] "Senior citizen" "young" "Senior citizen" "middle aged"
## [41061] "middle aged" "young" "middle aged" "middle aged"
## [41065] "young" "young" "middle aged" "young"
## [41069] "young" "middle aged" "middle aged" "Senior citizen"
## [41073] "young" "middle aged" "middle aged" "young"
## [41077] "middle aged" "middle aged" "middle aged" "middle aged"
## [41081] "young" "middle aged" "middle aged" "young"
## [41085] "young" "middle aged" "middle aged" "young"
## [41089] "young" "middle aged" "young" "young"
## [41093] "young" "middle aged" "young" "young"
## [41097] "young" "young" "young" "middle aged"
## [41101] "young" "Senior citizen" "middle aged" "middle aged"
## [41105] "middle aged" "young" "young" "young"
## [41109] "Senior citizen" "young" "young" "middle aged"
## [41113] "middle aged" "young" "Senior citizen" "middle aged"
## [41117] "middle aged" "young" "young" "middle aged"
## [41121] "Senior citizen" "middle aged" "young" "middle aged"
## [41125] "middle aged" "middle aged" "Senior citizen" "Senior citizen"
## [41129] "young" "Senior citizen" "young" "middle aged"
## [41133] "middle aged" "young" "young" "middle aged"
## [41137] "middle aged" "middle aged" "middle aged" "young"
## [41141] "young" "middle aged" "middle aged" "young"
## [41145] "middle aged" "young" "middle aged" "young"
## [41149] "middle aged" "young" "middle aged" "middle aged"
## [41153] "young" "Senior citizen" "middle aged" "young"
## [41157] "middle aged" "young" "middle aged" "middle aged"
## [41161] "young" "young" "Senior citizen" "middle aged"
## [41165] "middle aged" "middle aged" "young" "young"
## [41169] "middle aged" "Senior citizen" "middle aged" "young"
## [41173] "young" "Senior citizen" "Senior citizen" "young"
## [41177] "middle aged" "middle aged" "Senior citizen" "Senior citizen"
## [41181] "middle aged" "middle aged" "young" "Senior citizen"
## [41185] "middle aged" "middle aged" "middle aged" "Senior citizen"data Partition
#dataset without normalization
library(caret)## Loading required package: ggplot2##
## Attaching package: 'ggplot2'## The following objects are masked from 'package:psych':
##
## %+%, alpha## The following object is masked from 'package:variables':
##
## unitset.seed(1111)
Index <- createDataPartition(Bank_Marketing$y, p=0.60, list = FALSE)
train_Marketing<-Bank_Marketing[Index,]
Validation_Marketing<-Bank_Marketing[-Index,]
y_not<-ifelse(Validation_Marketing$y=="yes",1,0)
#dataset with normalization
set.seed(1111)
Index_1<-createDataPartition(Dummy_coded_data$decision,p=0.60,list=F)
train_Marketing_1<-Dummy_coded_data[Index_1,]
Validation_Marketing_1<-Dummy_coded_data[-Index_1,]
prop.table(table(train_Marketing_1$decision)) ##
## 0 1
## 0.8873467 0.1126533prop.table(table(Validation_Marketing_1$decision))##
## 0 1
## 0.8873445 0.1126555set.seed(1111)
indexx<-createDataPartition(Bank_Market$y,p=0.60,list=F)
train_Market<-Bank_Market[indexx,]
Valid_Market<-Bank_Market[-indexx,]
#we can use the above dataset for logistic regression. Also, we dont need to dummy code categorical values since in logistic regression it itself dummy codes the categorical values.Building a logistic regression model
library(pROC)## Warning: package 'pROC' was built under R version 3.5.3## Type 'citation("pROC")' for a citation.##
## Attaching package: 'pROC'## The following object is masked from 'package:colorspace':
##
## coords## The following objects are masked from 'package:stats':
##
## cov, smooth, varlogistic_regression_model<-glm(formula=y~ .,data=train_Marketing,family=binomial)
summary(logistic_regression_model)##
## Call:
## glm(formula = y ~ ., family = binomial, data = train_Marketing)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -4.8316 -0.2921 -0.1779 -0.1255 3.4027
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -2.462e+02 4.972e+01 -4.952 7.36e-07 ***
## age -9.502e-04 3.167e-03 -0.300 0.764179
## jobblue-collar -2.633e-01 1.044e-01 -2.521 0.011698 *
## jobentrepreneur -3.741e-01 1.684e-01 -2.221 0.026345 *
## jobhousemaid 1.163e-01 1.870e-01 0.622 0.534096
## jobmanagement -6.197e-02 1.109e-01 -0.559 0.576146
## jobretired 2.947e-01 1.389e-01 2.122 0.033872 *
## jobself-employed -1.943e-01 1.530e-01 -1.270 0.204108
## jobservices -1.405e-01 1.119e-01 -1.256 0.209227
## jobstudent 2.487e-01 1.412e-01 1.761 0.078242 .
## jobtechnician 2.966e-02 9.290e-02 0.319 0.749488
## jobunemployed 3.426e-01 1.616e-01 2.120 0.033970 *
## jobunknown -6.793e-02 3.030e-01 -0.224 0.822602
## maritalmarried 3.112e-02 9.051e-02 0.344 0.730953
## maritalsingle 1.119e-01 1.030e-01 1.086 0.277403
## maritalunknown 2.989e-01 4.747e-01 0.630 0.528905
## educationbasic.6y 2.209e-01 1.534e-01 1.440 0.149857
## educationbasic.9y -2.671e-02 1.263e-01 -0.211 0.832559
## educationhigh.school 7.126e-02 1.204e-01 0.592 0.553977
## educationilliterate 2.669e+00 1.093e+00 2.441 0.014644 *
## educationprofessional.course 1.439e-01 1.333e-01 1.079 0.280422
## educationuniversity.degree 2.594e-01 1.206e-01 2.151 0.031495 *
## educationunknown 3.372e-01 1.542e-01 2.187 0.028734 *
## defaultunknown -2.617e-01 8.824e-02 -2.965 0.003024 **
## defaultyes -6.103e+00 1.195e+02 -0.051 0.959260
## housingunknown -3.954e-01 1.964e-01 -2.014 0.044055 *
## housingyes 2.772e-02 5.385e-02 0.515 0.606746
## loanunknown NA NA NA NA
## loanyes -1.719e-02 7.442e-02 -0.231 0.817339
## contacttelephone -5.900e-01 9.792e-02 -6.026 1.68e-09 ***
## monthaug 8.741e-01 1.555e-01 5.623 1.88e-08 ***
## monthdec 2.062e-01 2.659e-01 0.775 0.438065
## monthjul 5.494e-02 1.246e-01 0.441 0.659266
## monthjun -5.805e-01 1.639e-01 -3.542 0.000397 ***
## monthmar 2.105e+00 1.867e-01 11.275 < 2e-16 ***
## monthmay -5.486e-01 1.063e-01 -5.160 2.47e-07 ***
## monthnov -4.488e-01 1.573e-01 -2.853 0.004336 **
## monthoct 1.404e-01 2.003e-01 0.701 0.483489
## monthsep 3.948e-01 2.353e-01 1.678 0.093435 .
## day_of_weekmon -1.197e-01 8.611e-02 -1.391 0.164360
## day_of_weekthu 4.836e-02 8.354e-02 0.579 0.562610
## day_of_weektue 4.917e-02 8.588e-02 0.573 0.566962
## day_of_weekwed 1.813e-01 8.540e-02 2.123 0.033750 *
## duration 4.856e-03 9.836e-05 49.375 < 2e-16 ***
## campaign -4.878e-02 1.563e-02 -3.121 0.001802 **
## previous 6.211e-02 7.239e-02 0.858 0.390936
## poutcomenonexistent 4.953e-01 1.211e-01 4.090 4.31e-05 ***
## poutcomesuccess 1.826e+00 1.117e-01 16.351 < 2e-16 ***
## emp.var.rate -1.789e+00 1.842e-01 -9.714 < 2e-16 ***
## cons.price.idx 2.194e+00 3.267e-01 6.716 1.87e-11 ***
## cons.conf.idx 1.971e-02 1.008e-02 1.955 0.050547 .
## euribor3m 2.762e-01 1.703e-01 1.622 0.104847
## nr.employed 7.019e-03 4.062e-03 1.728 0.084012 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 17399 on 24712 degrees of freedom
## Residual deviance: 10053 on 24661 degrees of freedom
## AIC: 10157
##
## Number of Fisher Scoring iterations: 9#backward fitting the model with AIC
logistic_regression_model<-step(glm(formula=y~ .,data=train_Marketing,family=binomial),direction = "backward")## Start: AIC=10156.85
## y ~ age + job + marital + education + default + housing + loan +
## contact + month + day_of_week + duration + campaign + previous +
## poutcome + emp.var.rate + cons.price.idx + cons.conf.idx +
## euribor3m + nr.employed
##
## Df Deviance AIC
## - marital 3 10055 10153
## - loan 1 10053 10155
## - age 1 10053 10155
## - housing 1 10053 10155
## - previous 1 10054 10156
## <none> 10053 10157
## - euribor3m 1 10056 10158
## - nr.employed 1 10056 10158
## - cons.conf.idx 1 10057 10159
## - default 2 10062 10162
## - day_of_week 4 10066 10162
## - education 7 10072 10162
## - campaign 1 10063 10165
## - job 11 10089 10171
## - contact 1 10091 10193
## - cons.price.idx 1 10098 10200
## - emp.var.rate 1 10147 10249
## - poutcome 2 10337 10437
## - month 9 10432 10518
## - duration 1 13579 13681
##
## Step: AIC=10152.86
## y ~ age + job + education + default + housing + loan + contact +
## month + day_of_week + duration + campaign + previous + poutcome +
## emp.var.rate + cons.price.idx + cons.conf.idx + euribor3m +
## nr.employed
##
## Df Deviance AIC
## - loan 1 10055 10151
## - housing 1 10055 10151
## - previous 1 10056 10152
## - age 1 10056 10152
## <none> 10055 10153
## - euribor3m 1 10058 10154
## - nr.employed 1 10058 10154
## - cons.conf.idx 1 10059 10155
## - default 2 10064 10158
## - day_of_week 4 10068 10158
## - education 7 10075 10159
## - campaign 1 10066 10162
## - job 11 10094 10170
## - contact 1 10094 10190
## - cons.price.idx 1 10100 10196
## - emp.var.rate 1 10149 10245
## - poutcome 2 10339 10433
## - month 9 10436 10516
## - duration 1 13583 13679
##
## Step: AIC=10150.92
## y ~ age + job + education + default + housing + contact + month +
## day_of_week + duration + campaign + previous + poutcome +
## emp.var.rate + cons.price.idx + cons.conf.idx + euribor3m +
## nr.employed
##
## Df Deviance AIC
## - previous 1 10056 10150
## - age 1 10056 10150
## <none> 10055 10151
## - euribor3m 1 10058 10152
## - housing 2 10060 10152
## - nr.employed 1 10058 10152
## - cons.conf.idx 1 10059 10153
## - default 2 10064 10156
## - day_of_week 4 10068 10156
## - education 7 10075 10157
## - campaign 1 10066 10160
## - job 11 10094 10168
## - contact 1 10094 10188
## - cons.price.idx 1 10100 10194
## - emp.var.rate 1 10149 10243
## - poutcome 2 10340 10432
## - month 9 10437 10515
## - duration 1 13583 13677
##
## Step: AIC=10149.64
## y ~ age + job + education + default + housing + contact + month +
## day_of_week + duration + campaign + poutcome + emp.var.rate +
## cons.price.idx + cons.conf.idx + euribor3m + nr.employed
##
## Df Deviance AIC
## - age 1 10056 10148
## <none> 10056 10150
## - euribor3m 1 10058 10150
## - housing 2 10060 10150
## - nr.employed 1 10059 10151
## - cons.conf.idx 1 10060 10152
## - default 2 10065 10155
## - day_of_week 4 10069 10155
## - education 7 10076 10156
## - campaign 1 10066 10158
## - job 11 10095 10167
## - contact 1 10095 10187
## - cons.price.idx 1 10102 10194
## - emp.var.rate 1 10150 10242
## - poutcome 2 10358 10448
## - month 9 10437 10513
## - duration 1 13584 13676
##
## Step: AIC=10148.42
## y ~ job + education + default + housing + contact + month + day_of_week +
## duration + campaign + poutcome + emp.var.rate + cons.price.idx +
## cons.conf.idx + euribor3m + nr.employed
##
## Df Deviance AIC
## <none> 10056 10148
## - euribor3m 1 10059 10149
## - housing 2 10061 10149
## - nr.employed 1 10059 10149
## - cons.conf.idx 1 10060 10150
## - day_of_week 4 10070 10154
## - default 2 10066 10154
## - education 7 10077 10155
## - campaign 1 10067 10157
## - job 11 10095 10165
## - contact 1 10096 10186
## - cons.price.idx 1 10102 10192
## - emp.var.rate 1 10151 10241
## - poutcome 2 10359 10447
## - month 9 10438 10512
## - duration 1 13584 13674anova(logistic_regression_model, test = 'Chisq')plot(logistic_regression_model)## Warning: not plotting observations with leverage one:
## 12908
## Warning: not plotting observations with leverage one:
## 12908
prediction_logistic<-predict(logistic_regression_model,Validation_Marketing,type="response")
prediction_logistic<-ifelse(prediction_logistic>0.40,1,0)
table(prediction_logistic,y_not)## y_not
## prediction_logistic 0 1
## 0 14037 917
## 1 582 939plot(prediction_logistic)
confusionMatrix(factor(prediction_logistic),factor(y_not))## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 14037 917
## 1 582 939
##
## Accuracy : 0.909
## 95% CI : (0.9045, 0.9134)
## No Information Rate : 0.8873
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.506
## Mcnemar's Test P-Value : < 2.2e-16
##
## Sensitivity : 0.9602
## Specificity : 0.5059
## Pos Pred Value : 0.9387
## Neg Pred Value : 0.6174
## Prevalence : 0.8873
## Detection Rate : 0.8520
## Detection Prevalence : 0.9077
## Balanced Accuracy : 0.7331
##
## 'Positive' Class : 0
## auc_log<-auc(as.numeric(prediction_logistic),as.numeric(y_not))
auc_log## Area under the curve: 0.778#In this model we can see that the accuracy given by the confusion matrix is 0.909.
#Kappa value turns out to be 0.506
#Area under the curve is 0.778m_knn<-train(y~.,data=train_Marketing,method="knn",metric="Kappa",trControl=trainControl(method = "cv",number=10),tuneGrid=expand.grid(.k=c(50,55,60))) #k-fold cross validation
plot(m_knn)
predict_knn<-predict(m_knn,Validation_Marketing)
table(predict_knn,Validation_Marketing$y)##
## predict_knn no yes
## no 14114 986
## yes 505 870confusionMatrix(predict_knn,Validation_Marketing$y)## Confusion Matrix and Statistics
##
## Reference
## Prediction no yes
## no 14114 986
## yes 505 870
##
## Accuracy : 0.9095
## 95% CI : (0.905, 0.9138)
## No Information Rate : 0.8873
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.4896
## Mcnemar's Test P-Value : < 2.2e-16
##
## Sensitivity : 0.9655
## Specificity : 0.4688
## Pos Pred Value : 0.9347
## Neg Pred Value : 0.6327
## Prevalence : 0.8873
## Detection Rate : 0.8567
## Detection Prevalence : 0.9165
## Balanced Accuracy : 0.7171
##
## 'Positive' Class : no
## auc_knn<-auc(as.numeric(predict_knn),as.numeric(y_not))
auc_knn## Area under the curve: 0.7837#In this model we can see that the accuracy given by the confusion matrix is 0.91.
#Kappa value turns out to be 0.49
#Area under the curve is 0.778
m_knn1<-train(y~.,data=train_Marketing,method="knn",metric="Kappa",trControl=trainControl(method = "cv",number=14),tuneGrid=expand.grid(.k=c(50,55,60)))
predict_knn1<-predict(m_knn1,Validation_Marketing)
table(predict_knn1,Validation_Marketing$y)##
## predict_knn1 no yes
## no 14117 985
## yes 502 871plot(predict_knn1)
confusionMatrix(predict_knn,Validation_Marketing$y)## Confusion Matrix and Statistics
##
## Reference
## Prediction no yes
## no 14114 986
## yes 505 870
##
## Accuracy : 0.9095
## 95% CI : (0.905, 0.9138)
## No Information Rate : 0.8873
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.4896
## Mcnemar's Test P-Value : < 2.2e-16
##
## Sensitivity : 0.9655
## Specificity : 0.4688
## Pos Pred Value : 0.9347
## Neg Pred Value : 0.6327
## Prevalence : 0.8873
## Detection Rate : 0.8567
## Detection Prevalence : 0.9165
## Balanced Accuracy : 0.7171
##
## 'Positive' Class : no
## auc_knn1<-auc(as.numeric(predict_knn),as.numeric(y_not))
auc_knn1## Area under the curve: 0.7837#In this model we can see that the accuracy given by the confusion matrix is 0.91.
#Kappa value turns out to be 0.4917
#Area under the curve is 0.7857set.seed(1005)
svm_model<-train(y~.,data=train_Marketing,method="svmRadial",trControl=trainControl(method='cv',number=10)) #k-fold cross validation model## Warning in .local(x, ...): Variable(s) `' constant. Cannot scale data.
## Warning in .local(x, ...): Variable(s) `' constant. Cannot scale data.
## Warning in .local(x, ...): Variable(s) `' constant. Cannot scale data.svm_predict<-predict(svm_model,Validation_Marketing)
table(svm_predict,Validation_Marketing$y)##
## svm_predict no yes
## no 14264 1195
## yes 355 661confusionMatrix(svm_predict,Validation_Marketing$y)## Confusion Matrix and Statistics
##
## Reference
## Prediction no yes
## no 14264 1195
## yes 355 661
##
## Accuracy : 0.9059
## 95% CI : (0.9014, 0.9103)
## No Information Rate : 0.8873
## P-Value [Acc > NIR] : 5.853e-15
##
## Kappa : 0.4136
## Mcnemar's Test P-Value : < 2.2e-16
##
## Sensitivity : 0.9757
## Specificity : 0.3561
## Pos Pred Value : 0.9227
## Neg Pred Value : 0.6506
## Prevalence : 0.8873
## Detection Rate : 0.8658
## Detection Prevalence : 0.9383
## Balanced Accuracy : 0.6659
##
## 'Positive' Class : no
## plot(svm_predict)
auc_svm<-auc(as.numeric(svm_predict),as.numeric(y_not))
auc_svm## Area under the curve: 0.7866plot(svm_model)
#In this model we can see that the accuracy given by the confusion matrix is 0.9059
#Kappa value turns out to be 0.4136
#Area under the curve is 0.786Comparison of models
#Comparison of all the 3 models can be done on the basis of Accuracy, Kappa values and Auc
#For logistic model accuracy = 0.909 kappa = 0.506 AUC = 0.778
#For Knn accuracy = 0.91 kappa = 0.49 AUC = 0.778
#For SVM accuracy = 0.9059 Kappa = 0.4136 AUC = 0.786R shiny model
library(shiny)
library(shinydashboard)## Warning: package 'shinydashboard' was built under R version 3.5.3##
## Attaching package: 'shinydashboard'## The following object is masked from 'package:graphics':
##
## boxui <- fluidPage(
titlePanel("Uploading Files"),
sidebarLayout(
sidebarPanel(
fileInput("file1", "Choose CSV File",
multiple = FALSE,
accept = c("text/csv",
"text/comma-separated-values,text/plain",
".csv")),
tags$hr(),
checkboxInput("header", "Header", TRUE),
radioButtons("sep", "Separator",
choices = c(Comma = ",",
Semicolon = ";")),
radioButtons("quote", "Quote",
choices = c(None = "",
"Double Quote" = '"',
"Single Quote" = "'"),
selected = '"'),
tags$hr(),
radioButtons("disp", "Display",
choices = c(Head = "head",
All = "all"),
selected = "head")
),
mainPanel(
tableOutput("contents")
)
)
)
server <- function(input, output) {
output$contents <- renderTable({
req(input$file1)
tryCatch(
{
df <- read.csv(input$file1$datapath,
header = input$header,
sep = input$sep,
quote = input$quote)
},
error = function(e) {
stop(safeError(e))
}
)
if(input$disp == "head") {
return(head(df))
}
else {
return(df)
}
})
}
shinyApp(ui, server)Shiny applications not supported in static R Markdown documents
```